Analysis And Evaluation Of Frameworks And Theories
Analysis and Evaluation of Frameworks and Theories
Theory analysis is particularly helpful in research because it provides a clear idea of the form and structure of the theory in addition to the relevance of content, and inconsistencies and gaps present. The ‘missing links’ or inconsistencies are fruitful sources of new research ideas. They also point to the next hypotheses that need to be tested.
—Walker and Avant, 2011, p. 206
Nurse scientists often find that examining the literature is a productive way to see how existing frameworks and theories have been applied in other research studies. By engaging in this process, they may gain insights about a particular framework or theory, be able to identify gaps in research, or uncover new questions they are eager to explore.
In this Discussion, you analyze existing frameworks/theories using the procedure proposed by Walker and Avant. Your analysis should provide an objective understanding of the strengths and weaknesses of each framework or theory. This, in turn, should enable you to evaluate whether the framework/theory is useful for the purposes of your theoretical foundation for a program of research.
To prepare
- Review the information that Dr. Hathaway presents in the Week 1 media program, “Theoretical Foundation for Research,” regarding the phases of theory development and the similarities and differences between frameworks and theories.
- Search the literature and identify two frameworks/theories that may be useful for investigating your phenomenon of interest.
- Review the procedure for theory analysis presented in Chapter 12 of Walker and Avant (2011). Apply these steps to each framework/theory you have selected and identify the strengths and weaknesses of each framework/theory. Determine whether additional development or refinement is needed (i.e., for each framework, identify which aspects would require further research in order for it to meet the requirements of a theory).
- Evaluate the value of each framework/theory for addressing your phenomenon. Determine which framework/theory has the most potential for use as part of your theoretical foundation of your research.
- Think about any questions you have related to theory analysis and evaluation.
By Day 3
Post a description of the two frameworks/theories you analyzed and evaluated, and explain why each is considered either a framework or a theory. For framework(s) you have selected, explain which aspects would require further research to meet the requirements of a theory. Explain why one has the most potential for use in your theoretical foundation for research, noting its strengths and weaknesses. Also pose any questions that have arisen through your examination of frameworks/theories.
Read a selection of your colleagues’ postings.
Theory Analysis
Questions to consider before you get started reading this chapter:
· Are you interested in a particular theory that might be useful in your research or practice but not sure how valid it is?
· Are you planning to use a theory in your work but need to know where its strengths and weaknesses lie?
· Are you interested in a theory but parts of it do not seem to contribute to your understanding?
Introductory Note:
If any of these issues are confronting you, theory analysis is likely the best strategy to use for resolving them. Theory analysis is a formal way to break the theory into its component parts and examine them for consistency, logic, and usability.
We have been delightedly surprised at how many theories are undergoing analysis and revision over the last several years. This is a very encouraging trend. It reveals the rapid nature of the development of the science of nursing. There are also many more middle-range theories under development. They provide the discipline with a rich source of potential knowledge about how nursing works and how effective and efficient nursing care is. We encourage researchers, advanced practice nurses, staff nurses, and students to examine any theory they intend to teach or to use in practice to be sure that it is a valid theory and is reliable in its description, explanation, prediction, and prescription or control.
Definition and Description
Theory is usually constructed to express a unique, unifying idea about a phenomenon that answers previously unanswered questions and provides new insights into the nature of the phenomenon. A theory should provide a parsimonious, precise example, or model, of the real world or the world as it is experienced. Thus, theory is defined as a set of interrelated relational statements about a phenomenon that is useful for description, explanation, prediction, and prescription or control ( Chinn & Jacobs, 1987 ; Dickoff, James, & Wiedenbach, 1968a, 1968b ; Hardy, 1974 ; Hempel, 1965 ; Reynolds, 1971 ).
A theory purporting to describe, explain, or predict something should provide the reader with a clear idea of what the phenomenon is and does, what events affect it, and how it affects other phenomena. Therefore, theory analysis is the systematic examination of the theory for meaning, logical adequacy, usefulness, generality, parsimony, and testability.
In theory analysis, as in all analysis strategies, the theory is broken down into parts. Each is examined individually as it relates to every other. In addition, the theoretical structure as a whole is examined to determine such things as validity and approximation to the real world.
Purpose and Uses
Theory analysis allows you to examine both the strengths and the weaknesses of a theory. In addition, a theory analysis may determine the need for additional development or refinement of the original theory.
Theory analysis provides a systematic, objective way of examining a theory that may lead to insights and formulations previously undiscovered. This then adds to the body of knowledge in the nursing discipline. As Popper (1965) pointed out in a classic work, science is interested in novel ideas and interesting theories because their very novelty or interest prompts the scientist to put them to empirical test. Theory analysis offers one way of determining what needs to be put to the test and often suggests how it can be done.
A formal theory analysis is relevant only if the theory has the possibility of being useful in an educational, clinical practice, or research setting. If the theory demonstrates no potential for usefulness, then the analysis becomes a futile exercise. It has been our experience that the primary purpose for conducting a theory analysis prior to using that theory in education or clinical practice is to discover the strong points the theory offers to guide practice. One wants to be sure the theory is well supported and effective if one is to use it in practice.
However, a theory analysis for the purposes of research usually focuses on the weak points or the unsubstantiated linkages among its concepts. The reason for this distinction is that the analysis provides evidence the researcher needs to justify conducting a study concerning new or unclear relationships within the original theory.
Understanding is the main aim of analysis. To truly understand something, we must put aside our own values and biases and look objectively at the object of analysis. Because a theory analysis is both systematic and objective, it provides a way to examine the content and structure of a theory without being influenced by subjective evaluation. Leaving our personal values out of the analysis allows us to see the theory more clearly, and the original theorist’s values will become more evident.
The main aim of evaluation, on the other hand, is decision and/or action. Here, our own values and biases become important to the outcome. Evaluation of theory should only be done after a thorough analysis is made. Then, we should feel free to evaluate the theory’s potential contribution to scientific knowledge and to make judgments about its worth in establishing a basis for making decisions or taking action ( Chinn & Kramer, 2014 ; Fawcett, 1980 , 1989 , 1993 , 1995 , 2000 , 2005 ; Fawcett & DeSanto-Madeya, 2013 ).
Procedures for Theory Analysis
The steps in theory analysis were synthesized from the works of Popper (1961 , 1965 ), Reynolds (1971) , Hardy (1974) , Fawcett (1980 , 1989 , 2000 ), and Chinn and Jacobs (1987) . Despite their age, these authors’ works collectively formed the existing foundation of knowledge in theory development. Without their pioneering efforts, nursing theory development would be seriously behind and this book might not exist.
There are six steps in theory analysis: (1) identify the origins of the theory, (2) examine the meaning of the theory, (3) analyze the logical adequacy of the theory, (4) determine the usefulness of the theory, (5) define the degree of generalizability and the parsimony of the theory, and (6) determine the testability of the theory. Each of these steps will first be defined briefly and then discussed in detail.
The origins of a theory refer to its initial development. The analyst investigates what prompted its development, whether the theory is inductive or deductive in form, and whether evidence exists to support or refute the theory.
The meaning ( Hardy, 1974 ) of a theory has to do with the theory’s concepts and how they relate to each other. Essentially, the meaning is reflected in the language of the theory and calls for a careful examination of the specific language used by the original theorist.
The logical adequacy ( Hardy, 1974 ) of a theory denotes the logical structure of the concepts and statements independent of their meaning. The analyst looks for any logical fallacies in the structure of the theory and examines the accuracy with which predictions can be made from the theory.
The usefulness of a theory concerns how practical and helpful the theory is to the discipline in providing a sense of understanding or predictable outcomes. A theory that provides a practitioner with realistic guides to practice so that Intervention A consistently leads to Patient Behavior B, for instance, is obviously more useful than one that does not.
Generalizability, or transferability, explains the extent to which generalizations can be made from the theory. The more widely the theory can be applied, the more generalizable it becomes.
Parsimony refers to how simply and briefly a theory can be stated while still being complete in its explanation of the phenomenon in question. Many mathematical theories are parsimonious, for example, because they offer an explanation in only a few equations. Social science theories are rarely parsimonious, on the other hand, because they deal with such complex human phenomena that they defy mathematical expression.
Testability has to do with whether the theory can be supported by empirical data. If a theory cannot generate hypotheses that can be subjected to empirical research, it is not testable.
We believe that all of these six steps are important to a complete theory analysis. Some authors disagree. Fawcett and DeSanto-Madeya (2013) state that the last two steps determining parsimony and testability are really related to theory evaluation. Granted, when one completes the analysis and begins to evaluate the theory, one may place heavier values on some of the steps than on others. But, if a theory has poorly defined and inconsistently used concepts, for instance, it will not be capable of test, will not have parsimony, and will not be useful. The value assigned to a theory rests primarily on what the analysis reveals, but it also reflects one’s own feelings and biases to a certain extent. This is to be expected; no scientist can ever be completely objective. We will now more thoroughly discuss each of the analysis steps.
Origins
The first step is to determine what prompted the development of the theory. Sometimes the theorist will offer an explicit explanation. Otherwise, the analyst may only be able to surmise this from the context of the discussion. Understanding the origin of a theory and the purpose for which it was developed often proves very helpful to the analyst in understanding how the theory was put together and why. Begin by reading the theory carefully, identifying the major ideas or concepts, and isolating the relational statements. In addition, find out if the theory was developed deductively (from a more general law) or inductively (from data). If the theory was developed from another theory or from some other hypothesis, it can be considered deductive in origin. It can be considered inductive in origin if observations of relationships from qualitative or quantitative data, literature, or clinical practice generated the theory. Later when determining its logical adequacy, the inductive or deductive form of origin will be important. Finally, it is often helpful to identify any underlying assumptions on which the theory is built. These underlying assumptions can be important to interpretation and when considering the usefulness of the theory. Some authors will identify their assumptions explicitly. However, in many cases you may have to determine what the assumptions are from the context and description of the theory itself.
Meaning
Examining meaning and logical adequacy is the most lengthy process in a theory analysis but also the most valuable. Meaning, in theory analysis, refers to the semantics of the theory. An analyst must examine the language used in the theory by looking at the concepts and statements within it. The steps are as follows: identify the concepts, examine their definitions and use, identify the statements, and examine the relationships among concepts as demonstrated in the statements. (This is essentially statement analysis. If you feel you need to know more about how to examine the relationships, see Chapter11 .)
Identify Concepts
Look for the major ideas in the theory. All relevant terms that reflect those ideas should be clearly stated and defined. It is often difficult to identify the major concepts in an elaborate verbal model. Probably the best approach is to read with a pencil and paper at hand. As new terms appear, write them down with their definitions, if given. This saves time in the long run and makes it very clear where definitions are missing. If you are working electronically, either highlight the concepts and their definitions or set up a database to capture the information. In either case, be sure to note the page numbers where you found the concepts and definitions to aid your writing later.
Determine whether each concept is primitive, concrete, or abstract. As described in Chapters 3 and 10 , primitive terms are those names for concepts that derive their meanings from common experience in the discipline and can only be defined by using examples ( Wilson, 1969 ). Concrete concepts must be directly measurable and are restricted by time and space. Abstract concepts are not limited by time or space and may not be directly measurable. Classifying the concepts in this way will aid the analyst in assessing the concrete or abstract nature of the entire theory.
Examine Definitions and Use
There are four possible options in regard to definitions: a theoretical definition, an operational definition, a descriptive definition, and no definition.
A theoretical definition uses other theoretical terms to define a concept and place it within the context of the theory but does not specify any operational rules for classifying or measuring it. A theoretical definition is usually fairly abstract and may use lower-order concepts to define higher-order ones. The most important criterion, though, is the lack of measurement specification in the definition.
A theoretical definition may provide the theorist with a way of expressing the richness of the concept within the theory and the means for classifying a phenomenon as either an example of the concept or not, but an operational definition provides the means for measuring the concept in question.
Operational definitions are useful in research but often artificially limit the concept. It is useful to the analyst, however, if both types of definitions are formulated for the major theoretical concepts. It is also very important to be sure that the operational definitions accurately reflect the theoretical definitions.
A descriptive definition, one that simply lists or describes the attributes of a concept much as in a dictionary, says nothing about the context in which the concept is used, nor does it specify operational measures. Having a descriptive definition is better than the last option, no definitions at all, but provides very limited data to the analyst. When only limited definitions are available, the analyst may find it difficult to make a truly objective analysis and equally difficult to use the theory for the purpose intended. When a theory contains only descriptive definitions or no definitions, it is often in a very early stage of development. It will be valuable if the analyst can make thoughtful suggestions about how further development should proceed.
The major concern in considering the way in which the concepts are used is with consistency of use, that is, whether or not the theorist uses the concepts consistently, as they are defined, throughout the theory. This is vital information for anyone who proposes to apply the theory. If a theorist defines a concept in one way and then subtly, or not so subtly, alters the meaning as the theory develops, then all the formulations using that concept become suspect until the ambiguity of the definition can be cleared up. Otherwise, the analyst may attempt to predict outcomes from an early statement in a theory only to find that a later statement contradicts those same outcomes.
Additional research work regarding a theory may cause changes to be made in concept definitions or even in whole sections of a theory. It is to be expected that some refinements should be made. However, when such changes are necessitated, then the initial studies using the original concepts may not be useful in the support of the theory. They may need to be repeated and the initial relational statements retested for validity using the new concept definitions.
Advantages and Limitations
The major advantage of theory analysis is the insight into relationships among the concepts and their linkages to each other that the strategy provides. In addition, the analysis strategy allows the theorist to see the strengths of the theory as well as its weaknesses. The theorist is then free to decide whether or not the theory is useful for practice or research or whether the theory needs additional testing and validation before use. Where a theory has untested linkages discovered through analysis, it is a spur to the theorist to test those linkages. This both strengthens the theory and adds to the body of knowledge. The major limitation of theory analysis is that analysis examines only parts and their relationship to the whole. It can expose only what is missing but cannot generate new information. In addition, theory analysis requires evaluation and criticism of supporting evidence. Where the analyst may be limited in the critical skills of research evaluation, important information regarding the soundness of a theory may be disregarded or misinterpreted. This results in a limited analysis and may yield unsatisfactory results.
Utilizing the Results of Theory Analysis
Theory analysis provides a means of systematic examination of the structure and content of theory for new insights into a phenomenon or to determine its strengths and weaknesses. But what does one do with the analysis when it is completed? The results of theory analysis can be very useful in education, practice, research, and theory development.
Theory analysis can be used very effectively in the classroom. We have used it successfully to teach students how to examine theories critically. Assigning a theory to a group of students to analyze and then having them report to the class often generates meaningful discussion and debate among the students. Another use of the results of theory analysis is in preparing conceptual frameworks for students’ papers. Students have found theory analysis an excellent way to define gaps or inconsistencies in the knowledge about some phenomenon in which they are interested. Yet a third use of the results of theory analysis is in faculty development. As we proposed in the statement analysis chapter, having faculty discussions related to the results of theory analysis on a single topic of interest may generate many useful ideas to be used in curriculum design or in generating faculty research.
The results of theory analysis may provide the clinician with knowledge about the soundness of any theory being considered for adoption in practice. In addition, knowing which theoretical relationships are well supported provides guidelines for the choice of appropriate interventions and some indications of their efficacy. Given the current emphasis on evidence-based practice, the results of theory analysis will assist clinicians to determine whether or not a particular theory might be appropriate for their practice.
Theory analysis is particularly helpful in research because it provides a clear idea of the form and structure of the theory in addition to the relevance of content, and inconsistencies and gaps present. The missing links or inconsistencies are fruitful sources of new research ideas. They also point to the next hypotheses that need to be tested. In theory development, the inconsistencies, gaps, and missing links provide the stimulus to the theorist to keep on working. In addition, the results provide clues to the obvious next steps to be taken to refine the theory.
Summary
Theory analysis consists of systematically examining a theory for its origins, meaning, logical adequacy, usefulness, generalizability/parsimony, and testability. Each of these six steps stands alone in a theory analysis and yet each is related to the other. This paradoxical relationship is generated by the act of analysis itself. To do a thorough analysis, one must consider each of the steps, giving them all careful attention. Yet, the results of each of the steps are interdependent on the results of the others.
Like many of the strategies presented in this book, the steps of theory analysis are also iterative. That is, the analyst must go back and forth among the steps during the analysis in addition to moving sequentially through them.
For instance, the logical adequacy, usefulness, generalizability, parsimony, and testability of a theory will be affected if concepts are undefined and statements are only definitional in nature. If the meaning is adequately handled but the logical structure is missing or fallacious, then usefulness, generalizability, parsimony, and testability will be severely limited. If a theory is untestable and fails to generate hypotheses, it is not useful, generalizable, parsimonious, or particularly meaningful. So each step is independent and yet interdependent as well. It is this interdependence that makes the strategy so useful in theory construction. The analysis strategy provides a mechanism for determining the strengths and weaknesses of the theory prior to using it as a guide to practice or in research.
With theory analysis, linkages that have not been examined become obvious. This, in turn, should lead to additional testing, thus adding support to the theory or pointing out where modifications need to be made. The whole process is complex but the results are well worth the effort. It frequently leads to new insights about the theory being examined, thus adding to the body of knowledge.
Theory analysis, like all analysis strategies, is rigorous and takes time. It is also limited in that it does not generate new information outside the confines of the theory.
Finally, by pointing out where additional theoretical work is needed, theory analysis is a way of promoting additional theory construction. When pointing out where additional work is needed, however, it is helpful to remember that comparing anything to the ideal tends to stifle development ( Zetterberg, 1965 ). The best approach is to compare the analyzed theory to similar theories at the same stage of development. To what extent does this theory meet the criteria as compared to others similar to it? Because most theories are generated in the context of discovery, it is more helpful to be encouraging than to be severely critical.
Practice Exercise 1
Read Younger’s (1991) “A Theory of Mastery.” It is a psychosocial nursing theory and is substantially middle range in focus. It is therefore suitable to use for your practice exercise.
Conduct a theory analysis. When you have completed your own analysis, compare it to the one below. Keep in mind that your analysis will probably be more comprehensive than the one we have included here. Our intention is to give you only clues as to the major strengths and weaknesses of the theory. The example we have provided is merely a sample to demonstrate each step. Remember that although one person’s analysis may differ somewhat from another’s, they may both be equally valid.
Origins
Younger developed the theory of mastery in an effort to explain “how individuals who experience illness or other stressful health conditions and enter into a state of stress may emerge, not demoralized and vulnerable, but healthy and possibly stronger” (p. 77). In addition, she states that a second purpose was to explicate the theory base for the new instrument she is developing. The theory appears to be a deductive synthesis based on various philosophical and empirical works of others, but Younger is not explicit about whether it is a deductive system.
Meaning
1. The major concepts identified by Younger in addition to mastery are
· certainty
· change
· acceptance
· growth
In addition to the five major concepts, Younger mentions several related concepts. These are coping, adjustment, efficacy, resilience, hardiness, and control. In each case, she attempts to identify how the related concepts are different from mastery.
Not identified as a part of the theory or related concepts but discussed in the section on the definition of mastery are such concepts as quality of life, bonds of connectedness with others, stress, self-curing, self-caring, hypervigilance, compulsive repetition, sleep disturbance, fearfulness, passivity, and alienation. These concepts are part of the discussions about antecedents and consequences of mastery or the lack of achievement of mastery.
2. The major concepts certainty, change, acceptance, growth, and mastery are all carefully defined. Indeed, it appears from the discussion that all five have been subjected to concept analysis. As a result, these five concepts have excellent descriptive and theoretical definitions that are used consistently throughout the piece. There are no operational definitions given here. However, it appears that these may be forthcoming as one of the purposes of the article was to give a theory base for a new instrument.
3. The relational statements are harder to come by in this work than are the concepts. Each concept in the theory is described as a process that must be completed before mastery can be achieved. Below are the statements Younger makes explicitly (mainly on p. 87) about the relationships among the concepts:
c. A critical dose of certainty is necessary for change and acceptance.
c. Change and acceptance are necessary for growth to occur.
c. Change, acceptance, and growth feed back to increase certainty.
c. Change is sufficient for growth.
c. Change and acceptance are dynamically interrelated.
c. Acceptance, qualified, is sufficient for growth.
c. Stress initiates the process of mastery.
c. Mastery affects quality of life and wellness.
Each of the statements indicates a positive relationship. The boundaries are moderately wide. The theory is abstract but is sufficiently circumscribed to be considered a middle-range theory.
The statements are all made toward the end of the article and are not used again once they are made. Therefore, no judgment can be made about the degree to which the author uses them consistently. One must look to later works to make this judgment.
There is no empirical support given for any of the statements. There is some philosophical and historical background given as justification for them but no testing has been done as yet using this new theory.
Logical Adequacy
1. It is possible to make predictions independent of content. The matrix shown in Figure 12–4 demonstrates where the predictions are specified and where they are implied. Some of the major concepts of the theory are included here, although there are several other relevant concepts mentioned in the narrative.
Figure 12–4
Matrix of concepts in theory of mastery.
Figure 12–4 Full Alternative Text
· certainty (CT), acceptance (A)
· stress (S), wellness (W)
· change (CG), growth (G)
· quality of life (QOL)
Obviously, there are many implied, but unspecified, relationships in the theory. Some of the implied relationships are supported in other research in the field but are not indicated in Younger’s article. Readers may also be interested in the analysis of the theory of mastery when it was merged with the theory of organismic integration ( Fearon-Lynch & Stover, 2015 ).
2. We did not locate any direct tests of the theory and so agreement of scientists is probable but not confirmed by the use of the theory in others’ work to date. However, the theory was successfully applied to development of the Mastery of Stress instrument, which measures the theory concepts of certainty, change, acceptance, and growth ( Younger, 1993 ). Although the theory is still untested, it is capable of test. Therefore, this criterion is met in principle but not in fact.
3. The theory makes sense as it is built on several sound philosophical and scientific traditions. It is appealing in its simplicity. However, it is a bit redundant of other similar theories. It is very close indeed to various theories of self-efficacy for instance.
4. There are no logical fallacies, although there are some logical relationships that as yet go unspecified and are only implied in the theory.
Usefulness
The theory has the potential to be useful. Even though it is somewhat similar to other theories of coping and self-efficacy, it is specifically focused on threats to health as a primary stressor. For this reason alone, it may prove very helpful to practitioners and researchers in nursing.
Generalizability or Transferability
The theory has relatively wide boundaries, but so far has not been tested or verified through research. Certainly it would apply to anyone experiencing stress, particularly health-related stress. Its potential for explanatory power is excellent.
Parsimony
The theory is relatively new and therefore is probably too parsimonious. It seems that there is a natural evolution or progression of new theories such that they often start small and parsimonious, grow substantially during the justification phases, and then are reduced to smaller and more parsimonious models over time. This theory may undergo substantial changes and revisions before it is considered to be adequately developed.
Testability
Given appropriate, reliable, and valid instruments to measure the concepts in this theory as they are defined, the theory is testable. The concepts are very carefully defined, so any instruments being considered for testing them should be examined carefully to be sure that they reflect the defining attributes of each of the c
Introductory Note:
If you have answered “yes” to the above two questions, then theory synthesis may be a strategy to achieve your goal. The strategy of theory synthesis exemplifies the process of transforming practice-related research about phenomena of interest into an integrated whole. Such an integrated whole allows the theorist to bring bits and pieces of knowledge together in a more useful and coherent form. This strategy is a means for making sense of a jumble of facts, or bringing order to the process of a specific nursing intervention. Because theory synthesis is intricately involved in organization of concepts and statements, readers using this strategy are urged to also read Chapters 7 and 8 on concept and statement synthesis, respectively. Readers may also find Chapter 11 on statement analysis a helpful resource in formulating statements during the process of theory synthesis.
nition and Description
The aim of theory synthesis is construction of a theory—an interrelated system of ideas developed through use of evidence. In this strategy, a theorist pulls together available information about a phenomenon. Concepts and statements are organized into a network or whole, a synthesized theory. Theory synthesis involves three steps or phases:
1. Specifying focal concepts to serve as anchors for the synthesized theory.
2. Reviewing the literature to identify factors related to the focal concepts and to specify the nature of relationships.
3. Organizing concepts and statements into an integrated and efficient representation of the phenomena of interest.
Theory synthesis results in a more complex and integrative representation of phenomena than concept or statement synthesis. This is true for several reasons. In contrast to concepts, which serve to highlight phenomena of interest, theories demonstrate the connections among concepts. Further, theories simultaneously embrace more aspects of phenomena and integrate them more thoroughly than statements. A statement may link only two or three concepts together ( Figure 9–1a ). (See Chapter 8 for a number of examples of synthesized theory statements.) By contrast, a theory may connect a number of concepts to each other and also specify complex direct and indirect linkages among concepts ( Figure 9–1b ). Theories offer benefits beyond linking together several concepts. A theory that is well designed moves beyond existing knowledge by pointing the way to new and surprising discoveries ( Causey, 1969; Hempel, 1966 , pp. 70–84). Thus, theory synthesis is not an end, but a means to new insights for use in research and practice.
Figure 9–1
Example of complexity of linkages in (a) statement versus (b) theory.
Figure 9–1 Full Alternative Text
Theories that are synthesized may be presented in more than one way. When the relationships within and among statements are depicted in graphic form, this constitutes a model of the phenomenon (see Chapter 3 for a fuller discussion of concepts, statements, theories, and models). In this chapter, we will use the terms theory and theoretical modelinterchangeably because it is often quite useful to represent beginning theories in both graphic (model) and linguistic (theory) forms. Theorists often move back and forth between expressing theories in written sentences and visual devices, such as diagrams, during theory construction. In the final stages of theory building and refinement, theories may also be expressed in mathematical form ( Blalock, 1969 ). Here, given that this is an introductory book on theory construction, we will limit ourselves to linguistic and graphic expressions of theory.
Like other synthesis strategies, theory synthesis builds on a base of empirical evidence. In theory synthesis, a theorist may combine information from various sources during theory building: qualitative and quantitative observations, available data banks, and published research findings. In utilizing qualitative and statistical information in theory synthesis, it is helpful to first translate them into relational statements (see Chapter 8 on statement synthesis).
Because a theorist can use a variety of sources of data in theory synthesis, we will not present distinct methods for each source. Rather, we will attend to each source of data within an overall strategy for theory synthesis. A theorist may utilize evidence from each of these sources in the construction of a particular model. In theory synthesis, the source of data is less important than the salience of the evidence to the phenomenon represented by the model. Nonetheless, for some topics theorists may choose to use one source of data because of the nature and focus of the theory development project. For example, Halldorsdottir (2008) drew heavily on qualitative phenomenological studies to develop a synthesized theory of the nurse–patient relationship. In contrast, Hill (2002) focused on over 50 quantitative studies in a theory synthesis project that concentrated on feeding efficiency among preterm infants. They each used data pertinent to their purposes.
Readers also should keep in mind that a synthesized theory is limited in its generalizability or external validity by the extent and quality of evidence upon which it is based. Theoretical models drawn from a limited number of sources normally will be more restricted in focus and less generalizable than ones based on multiple and diverse sources. Synthesis strategies are more grounded in reality, however, than other strategies such as derivation because they are based on evidence. Synthesized theories, like synthesized statements, require testing or cross-validating to reaffirm their empirical validity.
A working knowledge of statistical concepts can be a valuable tool in a theory synthesis where theorists directly draw on quantitative data. Such knowledge may enable a theorist to directly utilize statistical information in theory construction. In addition, theorists who are conversant in statistics are better able to critically evaluate statements and conclusions in others’ reports of statistical findings. Nevertheless, because our focus in this chapter is on the process of theory synthesis, we will keep our use of statistical information to a minimum.
Example of The Use of Theory Synthesis Process
Because it is probably easiest to get a grasp on how theory synthesis works by demonstrating the process, we provide the following illustration. We draw on a literature review and qualitative study done by Ward (2002) on the topic of transformational leadership, a visionary style of leadership characterized by qualities such as power sharing that are conducive to organizational development. Our illustration is not intended as a comprehensive presentation on this topic. Readers who find the topic of particular interest are referred to Ward’s original article for more complete details. (Note: We have identified factors related to transformational leadership by assigning an alphabetical letter [A, B, etc.] to it. These letters are also included in the model constructed from Ward’s literature review [ Figure 9–2 ] so that readers may trace the translation made from linguistic to graphic representation of the findings.)
Figure 9–2
Model of transformational leadership. (For more complete information, see Ward [2002].)
Figure 9–2 Full Alternative Text
From Ward’s article we extracted the following antecedents of transformational leadership. Included among these antecedents are having a personal support system (A), having certain personal characteristics such as self-confidence (B), and pursuit of a career pathway (C). Studies also indicated that increased worker retention (D), decreased absenteeism (E), and increased job satisfaction (F) are among organizational outcomes of transformational leadership (G). Because Ward does not mention if errors (H) are reduced by transformational leadership, we cannot make a conclusion about relationships to this important organizational outcome. Having identified a series of relationships pertinent to transformational leadership, we then constructed a diagram, Figure 9–2 , to represent the relationships as an interrelated network of ideas. The symbols +, −, and ? were used to designate, respectively, factors with positive, negative, and unknown relationships to transformational leadership. For simplicity, we treated the relationships as unidirectional and causal in our illustration. (See Chapter 11 on statement analysis for further discussion of the concepts of directionality and causality.)
Our example of a model of transformational leadership was based in most cases on reported research findings. Had we access to a data bank on transformational leadership, we might have generated further information pertinent to the model. Suppose we had done this and found that transformational leadership was correlated (r=.50)(r=.50) with positive lifestyle changes in employees, such as smoking reduction. We then would have added changes in lifestyle to the model as an outcome of transformational leadership. Statistical information translated into a statement of relationship may be entered into a theoretical model in the same way as relationships gleaned from the literature. Similarly, findings from qualitative research also may be added to the model.
Purpose and Uses
Based on the preceding illustration, it should be clear that the purpose of theory synthesis is to represent a phenomenon through an interrelated set of concepts and statements. Three specific aims for theory synthesis are listed in Table 9–1 . The first of these aims targets the events that may precede a phenomenon of interest in nursing and is related to predicting or understanding factors that lead up to the phenomenon. The second aim is concerned with what are outcomes of some health-related event, such as receiving a specific diagnosis or a nursing intervention. The second is also helpful in raising awareness of effects that are undesired consequences of a clinical phenomenon, such as postpartum depression. The third aim involves organizing relational statements into a system. It may entail collapsing related factors or variables into larger summary concepts. Conducting theory synthesis for this third aim is concerned with depicting relationships about a phenomenon and improving the overall form and quality with which a theory is expressed. The varied aims of theory synthesis are equally valid. The specific aim for which a theorist engages in theory synthesis will depend on the interests of the theorist and the use envisioned for the synthesized theory.
Table 9–1 Specific Aims of Theory Synthesis and Related Examples
Aim of Theory Synthesis | Example |
To represent the factors that precede or influence a particular health concern | Factors that lead women to be screened for osteoporosis, or to leave abusive relationships |
To represent outcomes or effects that occur after some health-related event or intervention | Functional outcomes that are improved and follow from nursing interventions with rural older adults |
To put disparate, but related, scientific information into a more theoretically organized form | Modeling the factors that lead immigrant groups to adopt acculturated dietary practices |
The type and amount of available evidence influences which of the three specific aims of theory synthesis will be most feasible in any given situation. For example, if only minimal information is available about the effects of some phenomenon, but a great deal is known about its antecedents or determinants, a theorist’s efforts may be more profitably spent on theory synthesis related to antecedents. Generally, there must be research evidence available about relationships among at least three factors for theory synthesis to be possible. If this is not the case, the theorist should consider another strategy, for example, statement synthesis or theory derivation. The richer the pool of research information available to the theorist, the greater the complexity and precision possible in a synthesized theory.
Theory synthesis may be used in a wide variety of scientific and practical situations. It may be used to produce a compact graphic representation of research findings on a topic of interest. Literature reviews about multiple and complex relationships may be made less tedious and more informative through theory synthesis. Particularly where a graphic display of a synthesized theory is made, complex relations may be communicated more effectively than through traditional written reviews. This particular use of theory synthesis is relevant in teaching complex content about a clinical topic, applying research to the design of clinical interventions, and developing a theoretical framework for a research project.
Theory synthesis requires that a theorist systematically assess relationships among factors pertinent to a topic of interest. The process aids in highlighting areas in need of further research as the theorist methodically identifies relationships among variables; notes the directionality of the relationships; specifies whether the relationship is positive, negative, neutral, or unknown; and notes the quality and amount of evidence in support of the relationship. This information can be helpful in locating specific questions in need of further investigation.
Procedures for Theory Synthesis
A common set of procedures comprises theory synthesis regardless of purpose. Although we outline the procedures as a set of steps or phases, their order is not absolute, nor will a theorist necessarily devote comparable time to each.
Specify Focal Concepts
A theorist begins theory synthesis by marking off a topic of interest. The theorist may do this by specifying (a) one focal concept or variable, such as transformational leadership, or (b) a framework of several focal concepts. In the former case, the theorist moves out from the focal concept, for example, transformational leadership, to other concepts or variables related to it. In the latter case, the theorist is concerned with a framework of focal concepts and how they may be interrelated. For example, the relationship of various teacher attitudes and behaviors to various nursing student attitudes and behaviors constitutes a framework of focal concepts for beginning theory synthesis. Finally, if the focal concept(s) is expressed by several terms at more than one level of abstraction, a higher-order concept(s) should be selected to capture those equivalent terms. (See Chapter 8 on statement synthesis.)
Identify Related Factors and Relationships
Guided by a single focal concept or a framework of concepts, a careful search and review of the literature is done next. During the review, note is taken of variables related to the focal concept or framework of concepts. Relationships identified are systematically recorded, and, where possible, indications are made of whether they are bi- or unidirectional; positive, neutral, negative, or unknown; and weak, ambiguous, or strong in supporting evidence. For example, double- or single-headed arrows; plus (+) or minus (−) signs; and varying number of asterisks, respectively, can be used to indicate these properties of relational statements.
Locating relationships in research may be facilitated by finding comprehensive and thorough review articles already written. If recent reviews on the focal concepts are not available, a thorough search of the research literature is in order. Relationship statements are not located in one uniform place in research articles and reports. They may occur in the abstract, literature review, hypotheses, results, or discussion of a study. In a structured abstract, however, key relationships will be stated as conclusions. If the results of a study are not summarized in statement form, a theorist may have to trace a statement from the hypothesis section through the results section in order to determine whether it was supported by actual findings of the study.
Identification of relationships can also be expanded to include other than literary sources of statements and concepts; for example, qualitative or quantitative observations made by the theorist may be translated into relational statements and then treated as any other statement in theory synthesis. Readers may find Chapter 8 on statement synthesis helpful in clarifying and combining statements. (Readers seeking software to facilitate theory synthesis may find the arcs© program, demonstrated in an article by Kim, Pressler, Jones, and Graves [2008] , of interest.) *
* Information about the software program arcs© is available from Dr. Marceline Harris, RN, PHD, University of Michigan; e-mail: mrhrrs@med.umich.edu
Construct an Integrated Representation
Finally, when a theorist has collected a fairly representative listing of relational statements pertinent to one or more focal concepts, these may then be organized in terms of the overall pattern of relationships among variables. Theory developers may choose to express the synthesis work in expository form. Alternatively, diagrams may be employed to holistically depict interrelationships among concepts. Readers will recall that in our illustration variables were organized into those that appeared to be antecedents of transformational leadership and those that appeared to be outcomes of it (see Figure 9–2 ). For each topic of interest, a theorist must determine a reasonable basis for organizing statements.
Several mechanisms can facilitate organizing concepts into suitable networks of ideas. One such mechanism is to collapse several highly similar variables into a more comprehensive summary concept for use in the theory. For example, kissing, cuddling, and smiling at a baby might all be amalgamated into a summary concept of parental attachment behavior. Similarly, return to work, normal blood sugar, and adherence to a prescribed diet may be collapsed under the concept of adaptation to chronic disease. Collapsing discrete variables into summary variables can make a theory more easily understood by reducing needless complexity. A more parsimonious theory will also be achieved by this method. Readers may find Chapter 7 on concept synthesis helpful in constructing summary concepts.
Another mechanism is organizing statements into what Zetterberg (1965) called an “inventory of determinants” or an “inventory of results.” These refer, respectively, to the cataloging of antecedents and effects of a focal concept or variable. Structurally, these two types of inventories are quite similar. They differ only in whether the focal concept is viewed as an outcome of certain variables or a determinant of them ( Figure 9–3 ). Organizing statements into inventories of determinants and results is often helpful where a theorist is dealing with only one focal concept or variable. This was the mechanism that we used for transformational leadership.
Figure 9–3
Inventories of determinants and results.
Yet another mechanism is Blalock’s (1969) notion of theoretical “blocks.” With this approach, variables that are more proximally related are organized together into a block and their interrelationships specified. Each block of variables is then related to more distally related variables in other blocks ( Figure 9–4 ). Organizing variables and relationships into theoretical blocks is especially relevant if a theorist is constructing a “megamodel” comprising several “minimodels.” Schwirian’s (1981)classic synthesis of factors affecting nurses’ performance in practice is a classic example of organizing diverse relationships about a phenomenon into theoretical blocks.
Figure 9–4
Variables and statements organized into theoretical blocks.
Source: BLALOCK JR, THEORY CONSTRUCTION FROM VERBAL TO MATHEMATICAL FORMULATIONS, 1st Ed., ©1969. Reprinted and Electronically reproduced by permission of Pearson Education, Inc., New York, NY.
Figure 9–4 Full Alternative Text
The mechanisms cited above are only suggestions and primarily are intended to stimulate thinking on how to depict a developing theory. The phenomena of interest to nurses are too diverse and complex to be reduced to just a few possibilities. A theorist must follow the evolving understanding that comes from carefully considering the existing evidence and their own creative processes in deciding how best to depict the phenomena of interest. For an example showing theory developers’ use of their own
Procedures for Theory Synthesis
A common set of procedures comprises theory synthesis regardless of purpose. Although we outline the procedures as a set of steps or phases, their order is not absolute, nor will a theorist necessarily devote comparable time to each.
Specify Focal Concepts
A theorist begins theory synthesis by marking off a topic of interest. The theorist may do this by specifying (a) one focal concept or variable, such as transformational leadership, or (b) a framework of several focal concepts. In the former case, the theorist moves out from the focal concept, for example, transformational leadership, to other concepts or variables related to it. In the latter case, the theorist is concerned with a framework of focal concepts and how they may be interrelated. For example, the relationship of various teacher attitudes and behaviors to various nursing student attitudes and behaviors constitutes a framework of focal concepts for beginning theory synthesis. Finally, if the focal concept(s) is expressed by several terms at more than one level of abstraction, a higher-order concept(s) should be selected to capture those equivalent terms. (See Chapter 8 on statement synthesis.)
Identify Related Factors and Relationships
Guided by a single focal concept or a framework of concepts, a careful search and review of the literature is done next. During the review, note is taken of variables related to the focal concept or framework of concepts. Relationships identified are systematically recorded, and, where possible, indications are made of whether they are bi- or unidirectional; positive, neutral, negative, or unknown; and weak, ambiguous, or strong in supporting evidence. For example, double- or single-headed arrows; plus (+) or minus (−) signs; and varying number of asterisks, respectively, can be used to indicate these properties of relational statements.
Locating relationships in research may be facilitated by finding comprehensive and thorough review articles already written. If recent reviews on the focal concepts are not available, a thorough search of the research literature is in order. Relationship statements are not located in one uniform place in research articles and reports. They may occur in the abstract, literature review, hypotheses, results, or discussion of a study. In a structured abstract, however, key relationships will be stated as conclusions. If the results of a study are not summarized in statement form, a theorist may have to trace a statement from the hypothesis section through the results section in order to determine whether it was supported by actual findings of the study.
Identification of relationships can also be expanded to include other than literary sources of statements and concepts; for example, qualitative or quantitative observations made by the theorist may be translated into relational statements and then treated as any other statement in theory synthesis. Readers may find Chapter 8 on statement synthesis helpful in clarifying and combining statements. (Readers seeking software to facilitate theory synthesis may find the arcs© program, demonstrated in an article by Kim, Pressler, Jones, and Graves [2008] , of interest.) *
* Information about the software program arcs© is available from Dr. Marceline Harris, RN, PHD, University of Michigan; e-mail: mrhrrs@med.umich.edu
Construct an Integrated Representation
Finally, when a theorist has collected a fairly representative listing of relational statements pertinent to one or more focal concepts, these may then be organized in terms of the overall pattern of relationships among variables. Theory developers may choose to express the synthesis work in expository form. Alternatively, diagrams may be employed to holistically depict interrelationships among concepts. Readers will recall that in our illustration variables were organized into those that appeared to be antecedents of transformational leadership and those that appeared to be outcomes of it (see Figure 9–2 ). For each topic of interest, a theorist must determine a reasonable basis for organizing statements.
Several mechanisms can facilitate organizing concepts into suitable networks of ideas. One such mechanism is to collapse several highly similar variables into a more comprehensive summary concept for use in the theory. For example, kissing, cuddling, and smiling at a baby might all be amalgamated into a summary concept of parental attachment behavior. Similarly, return to work, normal blood sugar, and adherence to a prescribed diet may be collapsed under the concept of adaptation to chronic disease. Collapsing discrete variables into summary variables can make a theory more easily understood by reducing needless complexity. A more parsimonious theory will also be achieved by this method. Readers may find Chapter 7 on concept synthesis helpful in constructing summary concepts.
Another mechanism is organizing statements into what Zetterberg (1965) called an “inventory of determinants” or an “inventory of results.” These refer, respectively, to the cataloging of antecedents and effects of a focal concept or variable. Structurally, these two types of inventories are quite similar. They differ only in whether the focal concept is viewed as an outcome of certain variables or a determinant of them ( Figure 9–3 ). Organizing statements into inventories of determinants and results is often helpful where a theorist is dealing with only one focal concept or variable. This was the mechanism that we used for transformational leadership.
Figure 9–3
Inventories of determinants and results.
Yet another mechanism is Blalock’s (1969) notion of theoretical “blocks.” With this approach, variables that are more proximally related are organized together into a block and their interrelationships specified. Each block of variables is then related to more distally related variables in other blocks ( Figure 9–4 ). Organizing variables and relationships into theoretical blocks is especially relevant if a theorist is constructing a “megamodel” comprising several “minimodels.” Schwirian’s (1981)classic synthesis of factors affecting nurses’ performance in practice is a classic example of organizing diverse relationships about a phenomenon into theoretical blocks.
Figure 9–4
Variables and statements organized into theoretical blocks.
Source: BLALOCK JR, THEORY CONSTRUCTION FROM VERBAL TO MATHEMATICAL FORMULATIONS, 1st Ed., ©1969. Reprinted and Electronically reproduced by permission of Pearson Education, Inc., New York, NY.
Figure 9–4 Full Alternative Text
The mechanisms cited above are only suggestions and primarily are intended to stimulate thinking on how to depict a developing theory. The phenomena of interest to nurses are too diverse and complex to be reduced to just a few possibilities. A theorist must follow the evolving understanding that comes from carefully considering the existing evidence and their own creative processes in deciding how best to depict the phenomena of interest. For an example showing theory developers’ use of their own
Illustrations of Theory Synthesis
A classic and exemplary illustration of the process of theory synthesis is the model of adherence among hypertensive patients presented by Caplan, Robinson, French, Caldwell, and Shinn (1976) . Caplan et al. began model construction by specifying their focal concepts as the dependent variables of interest: adherence and the lowering of blood pressure. They then worked backward to identify predictors or determinants of these focal variables. In constructing the model, they expressed the hope that it would “serve as a heuristic aid in thinking about determinants of adherence” (p. 22). Below are key statements, largely paraphrased for brevity, that culminated in the Caplan et al. model.
Evidence supports relationships between maintaining blood pressure in normal limits and the goal of longevity, if not a long satisfying life (relationship A). Adherence to medical regimens that involve taking medications is an effective means of controlling high blood pressure (relationship B). In attaining adherence, setting specific subgoals is important in goal attainment, and “rewards need to be anticipated, or explicitly identified in advance before the person begins to strive toward the goal” ( Caplan et al., 1976 , p. 26), to meet the desired level of adherence (relationship D). Further, patients’ actual adherent behaviors “serve as a feedback mechanism helping them set new goals based on past accomplishments” (relationship D; p. 30). Accomplishment enhances patients’ perceived competence to adhere (relationship E). Perceived competence to adhere leads to further adherence behavior (relationship C).
Caplan et al. (1976) represented these relational statements in the graphic form shown in Figure 9–5 . In this figure, letters are used to connect relational statements in linguistic form with their translation into graphic form. Of note in the model presented by Caplan et al. is the bidirectional relationship between adherent behavior and goal setting and attainment (D). Two subsequent expansions of this model were made by Caplan et al. (1976) , but for brevity we have not included those here.
Figure 9–5
Model of major hypothesized predictors of adherence and their effects on blood pressure. Arrows between boxes indicate causal relationships. The letters on each arrow are used for reference in the text.
Source: Permission granted by the Institute for Social Research of the University of Michigan to reproduce Figure 2–1 from Caplan et al. (1976). Copyright 1976 by the University of Michigan.
Figure 9–5 Full Alternative Text
A number of theorists have published the results of their theory synthesis work in nursing. Several of these are shown in Table 9–2 . For example, Good and Moore (1996) drew their evidence base from practice guidelines on pain management for their theory synthesis. They used the strategy of statement synthesis to transform practice guidelines into statements suitable for theory synthesis. Three statements were synthesized from the guidelines. These were then organized in the resultant middle-range theory of balance of analgesia and side effects. They then stated assumptions and limits of the theory. The benefits of the integrated theory were a parsimonious presentation of diverse information related to the phenomena of pain management. The work of Hill (2002) related to feeding among preterm infants also provides a further detailed illustration of the theory synthesis process. Hill’s work also served to integrate extensive research related to feeding behaviors of preterm infants.
Table 9–2 Examples of Theory Syntheses
Author | Topic of Synthesized Theory |
Good and Moore (1996) | Balance between analgesia and side effects in adults |
Ruland and Moore (1998) | Peaceful end of life |
Huth and Moore (1998) | Acute pain management in infants and children |
Easton (1999) | Poststroke recovery |
DeMarco (2002) | Nurses’ communication patterns in the workplace |
Hill (2002) | Feeding efficiency of preterm infants |
Whittemore and Roy (2002) | Adaptation to the chronic disease of diabetes |
Milberg and Strang (2007) | Palliative home care staff from the perspective of the family |
Halldorsdottir (2008) | Nurse–patient relationship |
Yao and Algase (2008) | Wandering behavior in persons with dementia |
Murrock and Higgins (2009) | Theory of music and its effects on physical activity and health |
Siaki, Loescher, and Trego (2013) | Culturally sensitive risk perception theory |
Zeng, Sun, Gary, Li, and Liu (2014) | Model of diabetes self-management on U.S. Chinese immigrants |
Zandi, Vanaki, Shiva, Mohammadi, and Bacheri-Lankarani (2016) | Caring model for women becoming mothers by surrogacy |
In a further example, interest in developing a theoretical basis for caring for women becoming mothers by surrogacy led Zandi et al. (2016) to use theory synthesis to construct the model, security giving in surrogacy motherhood. The focal concept in the model, security giving in surrogacy motherhood, was based on an earlier qualitative study. Building from this focal concept, they employed literature searches and identified statements related to illuminate the “caring role of nurses and what caring actions are needed to provide security” (p. 333) to women becoming mothers through surrogacy. Concepts and statements were synthesized in a theoretical model expressed in a rich description as well as diagrammatic form. This model provided a means of understanding the nurses’ role and better caring for women becoming mothers by surrogacy.
Advantages and Limitations
The strength of theory synthesis as a strategy is the resultant integration of large amounts of discrete information about a topic. By using both linguistic and graphic modalities, synthesized theories can integrate and efficiently present multiple and complex relationships. Theory synthesis is a useful strategy for summarizing research findings relevant to educational, research, and practice spheres.
Theorists may need to increase their fluency with statistical concepts in order to make accurate discriminations about structural relationships between and among concepts in their evidence base. These discriminations include clarifying causal pathways among sets of variables.
Theory synthesis is built on the premise that theory development is an incremental and cumulative process. Although this may be true at certain levels of scientific development, this may not characterize those major advances in scientific thought that have occurred by making radical reorganizations of or departures from accumulated knowledge ( Kuhn, 1962 ).
Utilizing the Results of Theory Synthesis
In the context of research, theory synthesis results lay bare the conceptual structure and linkages of extant knowledge about a phenomenon. This structural knowledge may then be used to ensure operational adequacy ( Fawcett, 1999 ) of indicators and research procedures in empirically testing synthesized theory. Consequently, even a well-designed theoretical model needs to be empirically validated. Model or theory testing is needed to provide the sound empirical base desired of theories in a scientific discipline and profession. Testing may show that a model needs to be modified. If parts of a model repeatedly do not perform under rigorous tests (e.g., do not show expected relationships), then theorists have several alternatives. They may delete nonperforming variables, introduce new variables, or rethink the whole model. For example, if the model of transformational leadership were tested, it might need to be reworked. Perhaps gender-specific concepts ( Eisler & Hersen, 2000 ) could be added to create separate models for men and women. As before, testing is needed to determine the merit of any changes in a model.
Development of synthesized theories may be useful in teaching complex content involving multiple concepts and their interrelationships. Often when such material is presented graphically as well as linguistically, it is easier both to teach and to learn. Students may also find it easier to retain complex relationships if they are given the opportunity to sketch out relationships embedded in text format.
Synthesized theories may help nurses in practice to examine the antecedents and consequences of a clinical phenomenon, or to plan patient services based on a coherent program theory. Designing preventive interventions may be facilitated by looking at the antecedents of a clinical problem. Tracing the way that each potential antecedent might be modified in an attempt to prevent undesired clinical problems, such as hospital readmissions after surgery, can suggest how present practice might be improved. In turn, elaborating the consequences of an intervention is useful in identifying outcomes for assessing the effectiveness of an intervention. Theory synthesis is applicable to clinical problems within the hospital context, as well as in home care and community agency settings. Theory synthesis can be used to identify antecedents of a clinical phenomenon for use in development of risk assessment tools. In this vein, Gephart, Effken, McGrath, and Reed (2013) used theory synthesis as the foundation for development of a risk index for necrotizing enterocolitis in preterm infants.
Theory Synthesis and Integrative Models and Theories
As knowledge from various disciplines converges around a phenomenon, it is tempting to build integrative models that incorporate multiple levels of analysis. For example, the UNICEF multilevel conceptual framework of the causes of child malnutrition ( Figure 9–6 ) is recognized worldwide (https://www.unicef.org/nutrition/training/2.5/4.html). In this framework, the causes of child malnutrition and mortality are depicted as starting at the societal level with regard to basic resources, then progressing to causes at the household level, and finally reaching the level of the individual child where disease conditioned by insufficient food reciprocally leads to poor food intake and further disease and finally malnutrition. Such models make major contributions to our understanding of nationally and globally significant health problems, but care is needed to appropriately construct such models. Sobal (1991), among others, has written eloquently about the issues in linking levels of analysis. While it is not our purpose to explicate these issues here, it is important to point them out. For example, concepts from one level of analysis may not be translatable to another level. To overcome this issue, Sobal has proposed creating suitable mediating processes that link otherwise incompatible terminology across levels of analysis (e.g., from the societal level across to the physiological level).
Figure 9–6
UNICEF conceptual framework.
Source: Adapted from UNICEF.org. Black et al. (2008). Accessed at https://www.unicef.org/nutrition/training/2.5/4.html
Figure 9–6 Full Alternative Text
A second issue that sometimes occurs when attempting to integrate existing theories is the indiscriminate plucking of a term from one theoretical context and embedding it into another. Hempel (1966) argued that terms in theories derive their meaning from their “systemic import” within a web of theoretical relationships (p. 98). Thus, wresting a term from one theory and embedding it into another without regard for these theoretical relationships is not sound theory integration. As carefully as the spider weaves its web, so must the theorist integrate competing or parallel theories.
On the other hand, combining theories can often strengthen approaches to understanding and improving clinical care. To this end, Fassler and Naleppa (2011) adapted the theory synthesis strategy to combine practice models in the field of social work.
Summary
Because theory synthesis is based on evidence, it enables a theorist to organize and integrate a wide variety of research information on a topic of interest. In theory synthesis, sets of concepts and discrete statements are organized into an interrelated system of statements with accompanying graphic representations. Theory synthesis may incorporate information from published research literature, direct statistical information, and qualitative research. Because theory synthesis may be used for several related purposes, deciding on the specific purpose depends on the balance among the theorist’s interests, the use planned for the synthesized theory, and the amount and type of information available on a topic.
Three steps or phases are involved in theory synthesis: (1) specifying focal concepts for the synthesized theory, (2) reviewing the literature to identify factors related to the focal concepts and the relationships among these, and (3) organizing concepts and statements into an integrated and efficient representation of the phenomena of interest.
Theory synthesis allows a large amount of information to be efficiently organized. If quantitative data are involved, the use of the strategy requires some statistical sophistication of the part of the theorist. The strategy assumes an incremental approach to scientific progress.
Practice Exercises
Exercise 1
Obesity researchers, such as Hill and Peters (1998) , have argued that modern life is at odds with our evolved human regulatory systems for taking in, storing, and expending energy. Specifically, factors such as the widespread availability of energy-dense foods and growing use of energy-sparing modern conveniences have led to the rapid onset of a national obesity epidemic in the United States ( Mokdad et al., 2001 ; Mokdad et al., 1999 ). One consequence of this has been growth in the number of people who are obese. Obesity, in turn, is predicted to lead to increased rates of many of its sequelae, such as cardiovascular disease, diabetes mellitus, gastric reflux syndrome, orthopedic problems, and certain cancers.
For this exercise, develop several statements regarding the antecedents and consequences of the obesity epidemic. Based on your statements, make a diagram synthesizing these statements into a model of the “epidemic of obesity.”
When you have completed this exercise, compare your theoretical model with Figure 9–7 . Although your model may not look exactly like ours, there should be some structural similarity to it.
Figure 9–7
Model of the epidemic of obesity.
Figure 9–7 Full Alternative Text
Exercise 2
Select one of the articles in Table 9–2 . After reading a copy of that article, try to answer the following questions:
· Are the source and type of evidence that were used in the synthesis process clear? Describe what those evidence sources were.
· How clearly did the authors describe their theory synthesis process (in comparison to the steps presented in this chapter)?
· How did the authors present their final theory synthesis: in text only, as a diagram, or both?
· How would you rate the quality of the synthesized theory in relation to clarity and usefulness for the authors’ expressed purposes?
theory Derivation
Questions to consider before you get started reading this chapter:
· Are you seeking a way to generate a new organizing framework or theory about a research problem or clinical phenomenon?
· Are you interested in looking outside your immediate area of interest to see others who may have ideas that may inspire you?
Introductory Note:
If you have answered “yes” to the above two questions, then theory derivation may fit your needs. In theory derivation, the theorist creates a new theory by use of analogy to an existing theory. This strategy may be easy for nurses and other health care workers to grasp because analogy and metaphor frequently are employed in their teaching of patients and their families. Thus, the derivation strategies are very popular with our students because the strategies are intuitive and easy for them to grasp. A firm grasp of concept and statement derivation is useful to readers who wish to pursue theory derivation. As a result, readers are encouraged to read Chapters 4 , 5 , and 6 in tandem in order to grasp the overall derivation process. One note of caution: theorists may sometimes use the terminology of theory derivation when they simply mean theory development. In this book, we reserve the terminology of theory derivation for theories or models that are developed by use of analogy.
definitionn and Description
Some of the earliest foundations of derivation occurred in the 1960s in the field of education (Maccia, Maccia, & Jewett, 1963). We have drawn heavily on that work. Using analogy to obtain explanations or predictions about a phenomenon in one field from the explanations or predictions in another field is the basis for theory derivation (Maccia et al., 1963). Thus, a theory (Theory 1) from one field of interest (Field 1) offers some new insights to a theorist who then moves certain content or structural features into his or her own field of interest (Field 2) to form a new theory (Theory 2). Theory derivation is a creative and focused way to develop theory in a new field in that what is required is (1) the ability to see analogous dimensions of phenomena in two distinct fields of interest and (2) the ability to redefine and transpose the content and/or structure from Field 1 to Field 2 in a manner that adds significant insights about some phenomenon in Field 2 ( Figure 6–1 ). In one of the most legendary examples of use of analogy, Hempel (1966) describes Kekulé’s insight into the structure of benzene as a hexagon. As Kekulé dreams in front of the fire, he envisions the atoms gyrating in a snakelike fashion. Next, as Hempel describes it, “Suddenly, one of the snakes formed a ring by seizing hold of its own tail and whirled mocking before him. Kekulé awoke in a flash: he had hit upon the now famous and familiar idea of representing the molecular structure of benzene by a hexagonal ring” (p. 16). While in this example the source of the analogy came from Kekulé’s own mind, it nonetheless exemplifies the role that analogy can play in advancing theoretical understanding.
Figure 6–1
Process of theory derivation.
Seeing an analogy requires imagination and creativity; it is not a mechanical exercise. Theory derivation requires the theorist to be able to redefine networks of concepts and statements so that they are meaningful in the new field, but theory derivation goes beyond statement derivation. First, in theory derivation a whole network of interrelated concepts or a whole structure is moved from one field to another and modified to fit the new field. Second, in statement derivation you move only individual isolated statements from one field to another and modify them. Statement derivation is thus on a smaller scale than theory derivation, but understanding the process of transposing concepts and the structural forms that link them in statements (see Chapter 5 ) is essential to theory derivation. In addition, we wish to aid readers in distinguishing theory derivation from theory adaptation and theory substruction (Bekhet & Zauszniewski, 2008; McQuiston & Campbell, 1997 ), with which it is sometimes confused (see Table 6–1 for these distinctions).
Table 6–1 Comparison of Theory Derivation, Adaptation, and Substruction
Theory Derivation | Theory Adaptation | Theory Substruction |
Aim: to create a new theory by use of analogy to an existing theory in another field | Aim: to make a minor change in an existing theory to better fit the research focus | Aim: to specify links from “constructs” or “concepts” in the theory to “empirical indicators” in a situational focus |
Moves laterally: from the theoretical level in one field to the theoretical level in another field | “Level” of the theory is unchanged: for example, may add or redefine a term (concept); modify a relationship | Moves “downward”: from very abstract theoretical level to ultimately the operational level |
Example: using a biological theory of adaptation to, by analogy, develop a theory of maternal psychological adaptation | Example: adding the concept of “Internet support” to a theory of social support and coping in order to update the theory | Example: concretizing the concept of “support” in a general theory by identifying progressively more specific concepts that lead to a valid scale for measurement in a pediatric research situation |
Purpose and uses
Theory derivation is particularly useful where no data are available or where new insights about a phenomenon are needed to inspire research and testing. Theory derivation is also useful when a theorist has a set of concepts that are somehow related to each other, but has no structural way to represent those relationships. (See Chapter 5 on statement derivation for more detailed description of structure derivation.) In this case, the theorist might find that some other field of interest has a structure in one of its theories that is analogous to the relationships of the concepts in which he or she is interested. The theorist may use the derivation strategy by transposing the structure to his or her field to systematically organize the concepts being considered. This adds to the body of knowledge in the theorist’s field in a significant and rapid way that might not have happened for some time without the derivation strategy. A classic example of this is Nierenberg’s (1968 , 1973 ) use of Maslow’s hierarchical structure of needs to derive a theory of negotiation.
When a theorist has some ideas about the basic structure of a phenomenon but is struggling with articulating concepts to describe it, theory derivation is also very useful. Another theory in a different field may provide the theorist with a set of analogous concepts that can help describe the phenomenon, if suitably redefined for the field of interest. Again, this procedure creatively adds to the body of knowledge in the theorist’s own field. We used one example of this strategy in Chapter 4 , where Roy and Roberts (1981) developed the concepts of focal, contextual, and residual stimuli in patient assessment from a psychophysics theory by Helson.
Several examples of theory derivation come quickly to mind when we consider systems theory (e.g., Miller, 1978 ). Many of our nursing models in their original form have been direct derivations from systems theory— Roy and Roberts (1981) ; Neuman (1980) ; Erickson, Tomlin, and Swain (1983) ; and others have significant aspects of theory derivation in them.
Procedures for Theory Derivation
Although the actual process may not occur sequentially, theory derivation can be discussed as a series of sequential steps. However, theory derivation is really more of an iterative process. That is, the theorist goes back and forth between some or all of the steps until the level of sophistication of the theory is acceptable.
There are several steps or phases in theory derivation, which are summarized in Table 6–2 .
Table 6–2 Steps or Phases of Theory Derivation
Step or Phase | Step-Related Activity |
1 | Read widely on the topic of interest |
2 | Look for analogies in other fields |
3 | Choose “parent” theory |
4 | Identify concepts and structure of parent theory |
5 | Develop new statements and define “new” concepts in derived theory |
1. Be cognizant of the level of theory development in your own field of interest and evaluate the scientific usefulness of any such development. This implies that you are or will arrange to be thoroughly familiar with the literature on the topic of interest. If your evaluation leads you to believe that none of the current theories is suitable or useful, then theory derivation can proceed.
2. Read widely in nursing and in other fields for ideas while allowing imagination and creativity free rein. Reading widely enables you to understand ways of putting theory together and gives insight into new concepts and structures you may not have thought about before. Allowing your imagination and creativity free rein opens your mind to possible analogies. Discovering analogies is often done accidentally or as a creative intuitive leap rather than systematically.
3. Select a parent theory to use for derivation. The parent theory should be chosen because it offers a new and insightful way of explaining or predicting about a phenomenon in the theorist’s field of interest. The parent theory may be, and often is, from another field or discipline, but a nursing theory may also be used. Any theory that provides you with a useful analogy can be chosen. However, just any theory won’t do. Many theories will shed no light at all on the concepts of interest or fail to provide useful structure for the concepts and are therefore worthless to the theorist. Keep in mind here that the whole parent theory may not be needed to form the new theory. Only those portions that are analogous and therefore relevant need to be used.
4. Identify what content and/or structure from the parent theory is to be used. Perhaps only the concepts or only the statements are analogous, but not the overall structure. Or perhaps the structure is perfect but the parent concepts and statements are not. Perhaps the theorist needs concepts and statements as well as structure. In the derivation strategy, the theorist is free to choose what best fits the needs of the situation.
5. Develop or redefine any new concepts or statements from the content or structure of the parent theory in terms of the phenomenon of interest to the theorist. This is not only the hardest part of theory derivation but also the most fun. It requires creativity and thoughtfulness on the part of the theorist. Basically, the concepts or structure that is borrowed from the parent field is modified in such a way that it becomes meaningful in the theorist’s field. Sometimes the modifications are small, but occasionally they will be substantial before the theory makes sense in the new setting.
Table 6–3 presents examples of theories developed or modified using the strategy of theory derivation. The selected examples draw on a wide range of parent theories and are applied to a variety of phenomena. This diversity indicates the potential range of applications of theory derivation.
Table 6–3 Examples of Theory Derivations
Author | Theory Derivation |
Condon (1986) | A theory of development of caring in the nurse was derived from a parent theory of moral development |
Wewers and Lenz (1987) | Derived a theory of relapse among ex-smokers from a theory of posttreatment functioning of alcoholics |
Mishel (1990) | Uncertainty of illness theory (revised based on chaos theory) |
Jones (2001) | Derived a theory about nursing time based on alternatives to clock/calendar time |
Covell (2008) | Intellectual capital theory was used to derive a theory of nursing intellectual capital |
Pedro (2010) | Health-related quality of life in rural cancer survivors |
(Note: Pedro used a combination of theory derivation and theory adaptation) |
Examples of Theory Derivation
Illustrations are often clearer than verbal explanations of theory derivation, so we provide several brief examples of theory derivation. Let us begin with a classic example. Maccia et al. (1963) used both concepts and structure of a theory of eyeblinks to derive a theory of education. Because they were some of the first scholars to explicitly use derivation for theory development, we have included an example from their work. Listed below are a few of the principles and their derivations from Maccia et al. (see Table 6–4 ).
Table 6–4 Example of Theory Derivations
Parent Theory Statements* | Maccia et al.’s Derivation* |
*Except for minor modifications, the above are direct quotations from Maccia et al. (1963 , p. 34). For ease of illustration, we have omitted quotation marks, but acknowledge the quoted nature of this material here. | |
1. Either the eyes are or are not covered by lids. | 1. The student is either distracted or attentive. |
2. Blinking functions to protect the eyes from contact and to rest the retina and the ocular muscles. | 2. Distraction functions to protect the student from mental stress and to rest from mental effort. |
3. Blinking may be either reflexive or nonreflexive. | 3. Distraction may be either voluntary or involuntary. |
4. Reflex blinking may be inhibited by a fixation object or by drugs. | 4. Involuntary distraction may be inhibited by attention cues or by drugs. |
5. Nonreflexive blinking may occur if seeing is unwanted. | 5. Voluntary distraction may occur if learning is unwanted. |
While the preceding illustration presents the derivation process as a set of interrelated statements, the strategy may also be applied to parent theories or theoretical models that are captured in diagrammatic form. To illustrate this, in Figure 6–2 , we have presented our rendering of a (fictitious) simple theoretical model of plant tropism. (The material for this model is based on the material on the website of Indiana University [2009] .) The model we constructed of plant tropism indicates that when conditions for growth are suboptimal, plants may use directional stimuli to alter their responses and thereby achieve more favorable conditions for growth. The common illustration of this response is when plants are placed in windows and growth becomes oriented toward the outdoors where light is more abundant.
Figure 6–2
Model of tropic plant growth responses.
Figure 6–2 Full Alternative Text
The focus of our derived theory is one that is sometimes seen in community and public health nursing: the surprising health of some individuals despite challenging environments. The derived theory that we have created (see Figure 6–3 ) deals with the phenomenon of positive deviance in which some individuals living in low-resource situations still find ways to thrive despite their adverse circumstances ( Marsh, Schroeder, Dearden, Sternin, & Sternin, 2004 ). For illustrative purposes, we have used the plant tropic response as an analogy to aid us in constructing a theoretical model of the phenomenon of positive deviance. (Note that our model is presented primarily to illustrate the process of theory derivation and is not intended to represent the full complexity of positive deviance.)
Figure 6–3
[Fictitious] Derived model of positive deviants’ responses to low-resource environments.
Figure 6–3 Full Alternative Text
In the derived model, we have used the same structural form of the parent model with one modification. We have added bidirectional arrows between uncommon retrieval of thriving requisites and nontraditional source of requisites. We have done this to show the active role of positive deviants in thriving efforts in low-resource environments. Thus, the model indicates that positive deviants, despite finding themselves in suboptimal situations for thriving, are able to seek and use uncommon methods to attain thriving requisites and thereby create more favorable situations for thriving. A classic example of this is consuming available plants that are not typically included in the diet of the local low-resource community.
Application of Theory Derivation to Nursing
In an early nursing example of derivation, Wewers and Lenz (1987) derived a theory of relapse among ex-smokers from Cronkite and Moos’s (1980) theory of posttreatment functioning of alcoholics (see Table 6–5 ). Wewers and Lenz not only primarily used content derivation but also derived a simplified structure. Table 6–5 lists three propositions from Cronkite and Moos with the derivations made by Wewers and Lenz. In some cases, we have adapted the wording of the propositions to show the derivations more clearly. Because there was already a large amount of literature available on smoking, Wewers and Lenz adopted propositions in their derivation that fit knowledge specifically about smoking. This is an excellent example of how to use the strategy flexibly in theory-building efforts.
Table 6–5 Example of Theory Derivations
Parent Theory Statements ( Cronkite & Moos, 1980 ) | Wewers and Lenz’s (1987) Derivation |
1. Pretreatment symptoms such as alcohol consumption, type of drinker, depression, and occupational functioning are related to alcohol treatment outcomes (p. 48). | 1. Pretreatment symptoms such as cigarette consumption and type of smoker are related to smoking relapse (p. 48). |
2. “Stressful life events were negatively associated with some aspects of recovery” (p. 49). | 2. “Both the social contextual stressor of major life events and the internal stressor of craving” are associated with smoking relapse (p. 49). |
3. Family environment is “weakly related to alcohol recovery” (p. 49). | 3. “Long term smoking cessation is associated with having family members who are nonsmokers or who had previously been able to quit smoking” (p. 49). |
Theory derivation can happen using two closely related fields as in the preceding example of Wewers and Lenz’s (1987)derivations. Or insight can come from widely disparate fields. It is the theorist’s creativity and intuition that provide the insight into the analogy. Mishel’s (1990) reconceptualization of the uncertainty of illness theory provides an example of derivations between widely disparate fields. Mishel used the content and structure of chaos theory to help her describe more clearly the outcome portion of her theory of uncertainty in illness (see Table 6–6 ). We have selected three statements to illustrate how the derivation was made. In an effort to be as clear and succinct as possible, we have at times restated the propositions to make the analogies more obvious. Note that the derivations presented below do not follow the direct symmetrical form of the parent theory, but the analogous translation is relatively clear.
Table 6–6 Example of Theory Derivations
Parent Theory Statements ( Mishel, 1990 ) | Mishel’s (1990) Derivation |
1. “In far-from equilibrium conditions, the sensitivity of the initial condition is such that small changes yield huge effects, and the system reorganizes itself in multiple ways” (p. 259). | 1. “Abiding uncertainty can dismantle the existing cognitive structures that give meaning to everyday events. . . . This loss of meaning throws the person into a state of confusion and disorganization” (p. 260). |
2. “Fluctuations in the system can become so powerful . . . that they shatter the preexisting organization” (p. 259). | 2. If the uncertainty factors of disease or illness multiply rapidly past a critical value, the stability of the personal system can no longer be taken for granted (paraphrase, p. 259). |
3. “Auto-catalytic processes result in a product whose presence encourages further production of itself” producing disorder (p. 259). | 3. “The existence of uncertainty in one area of illness often feeds back on itself and generates further uncertainty in other illness-related events” (p. 260). |
A theorist does not have to derive both concepts and structure. Derivation can be used only for concepts or only for structure. Let us examine one example in which only concepts were used. Jones (2001) used concepts to derive a theory about nursing time based on Adam’s (1995) alternatives to clock/calendar time. See Table 6–7 for Adam’s parent theory concepts with definitions and Jones’s derivation. For other examples, see those in Table 6–3 and the references under “Additional Readings” at the end of this chapter.
Table 6–7 Example of Theory Derivations
Parent Theory Statements ( Adam, 1995 ) | Jones’s (2001) Derivation on Nursing Time |
1. Temporality—“the cycle of life and death that occurs against the backdrop of unidirectional time” (p. 155). | 1. Temporality—“There are unlimited amounts of parallel and cyclical time frames within which nurses exist simultaneously and within each frame we organize, plan, and regulate our lives” (p. 154). |
2. Timing—is “when” time but clock and calendar times are not the only points of reference in determining “when” for scheduling, synchronization, allocation of resources, etc. | 2. Timing—“Timing in . . . nursing is dependent on multiple considerations, based on past, present, and future times” (p. 156). |
3. Tempo—Time may seem to advance at varying speeds, for example, “when we speak of time moving quickly or slowly” (p. 156). | 3. Tempo—“Processes in the health services are mutually implicated in how much is achieved within a given timeframe in the timing of actions and in the temporality of existence” (p. 156). |
Advantages and Limitations
Theory derivation is a focused and creative way to develop theory in new areas of interest. It is an exciting exercise in that it requires the theorist to use imagination in seeing analogies from one field and modifying them for use in a new field. In addition, theory derivation provides a way of arriving at explanation and prediction about a phenomenon where there may be little or no information, literature, or formal studies available.
One disadvantage is that the theorist must be familiar with a number of fields of interest other than his or her own field of interest. This implies reading widely and being constantly on the alert for new and profitable analogies. In addition, the theorist must be thoroughly familiar with the literature and current thinking about his or her particular area of interest. Otherwise, when the time comes to draw an analogy, the theorist will have difficulty choosing appropriate boundaries for the new theory.
Derived theories are constructed in the context of discovery ( Rudner, 1966 ). As a result, the theories thus developed lack evidence of validity until they are subjected to empirical testing in the context of theory validation and testing. Even if the theory is extremely relevant to practice or research, it must first be validated before it can be used. Methods that may be used to test theories are presented in Chapter 13 .
Novice theorists often become so excited about their new generalizations that they fail to take into account any dissimilarities, or disanalogies, present in the parent theory. These disanalogies should at least be considered for any valuable information that they might provide in the new theory. The disanalogies may give further insight into the phenomenon or may provide useful red flags of trouble ahead.
Finally, theory derivation is only the first step in a program of research. To be useful and credible for application to practice, a theory developed by derivation needs testing through research.
UTILIZING THE RESULTS OF THEORY DEVIATION
The uses of theory derivation are to provide structure when only concepts are available, to provide concepts when only structure is available, or to provide both concepts and structure as an efficient way to begin theory development. The results of theory derivation are easily used in nursing education, practice, research, and theory development.
Theory derivation is an excellent way to obtain a theoretical framework for curriculum building in education. In addition, it can be used as a teaching tool with graduate students as a way to introduce them to theorizing in general. It is relatively easy to learn and fun to do as a group exercise. (To make the idea of theory building less scary for beginning students, we often ask them first to derive a new theory that has to do with their daily lives rather than nursing. When they are successful at this, we then ask them to derive a nursing theory.)
Theory derivation can provide significant new insights for clinical practice. Clinicians can provide themselves with a useful theoretical framework to guide their practice by using the results of theory derivation.
Theory derivation is also a means of designing a conceptual model for a research program. Moving concepts and/or structure from the parent field with appropriate changes yields a rich source of potential hypotheses for study, as Wewers and Lenz (1987) demonstrated. It is an efficient strategy for achieving a body of knowledge about a phenomenon.
SUMMARY
Theory derivation is a means of adding new theory development to a field. In using it, the theorist employs analogy to obtain explanations or predictions about a phenomenon in one field from explanations or predictions in another field. Both concepts and structure can be moved from the parent field to the new one, undergoing modifications along the way.
There are five steps to theory derivation: (1) become thoroughly familiar with the topic of interest; (2) read widely in other fields, allowing your imagination to help you find useful analogies; (3) select a parent theory to use for derivation; (4) identify what content and/or structure from the parent theory is to be used; and (5) modify or redefine new concepts and/or statements in terms of the phenomenon of interest. Once the new theory has been formulated, it must be tested empirically to validate that the new concepts and structure actually reflect reality in the new field.
Theory derivation is a creative means of constructing new theories. One disadvantage is that the theorist must be widely read in several fields as well as his or her own field. In addition, the theorist must remember to consider the dissimilarities as well as the similarities between the parent field and the new field.
At this point in our development of a nursing knowledge base, theory derivation is a highly workable strategy for nursing. It provides a means of developing a theory with innovative content. If carefully done and carefully tested, derived theories could play an immediate role in the development of scientific knowledge in nursing.
Examples of Theory Derivation
Illustrations are often clearer than verbal explanations of theory derivation, so we provide several brief examples of theory derivation. Let us begin with a classic example. Maccia et al. (1963) used both concepts and structure of a theory of eyeblinks to derive a theory of education. Because they were some of the first scholars to explicitly use derivation for theory development, we have included an example from their work. Listed below are a few of the principles and their derivations from Maccia et al. (see Table 6–4 ).
Table 6–4 Example of Theory Derivations
Parent Theory Statements* | Maccia et al.’s Derivation* |
*Except for minor modifications, the above are direct quotations from Maccia et al. (1963 , p. 34). For ease of illustration, we have omitted quotation marks, but acknowledge the quoted nature of this material here. | |
1. Either the eyes are or are not covered by lids. | 1. The student is either distracted or attentive. |
2. Blinking functions to protect the eyes from contact and to rest the retina and the ocular muscles. | 2. Distraction functions to protect the student from mental stress and to rest from mental effort. |
3. Blinking may be either reflexive or nonreflexive. | 3. Distraction may be either voluntary or involuntary. |
4. Reflex blinking may be inhibited by a fixation object or by drugs. | 4. Involuntary distraction may be inhibited by attention cues or by drugs. |
5. Nonreflexive blinking may occur if seeing is unwanted. | 5. Voluntary distraction may occur if learning is unwanted. |
While the preceding illustration presents the derivation process as a set of interrelated statements, the strategy may also be applied to parent theories or theoretical models that are captured in diagrammatic form. To illustrate this, in Figure 6–2 , we have presented our rendering of a (fictitious) simple theoretical model of plant tropism. (The material for this model is based on the material on the website of Indiana University [2009] .) The model we constructed of plant tropism indicates that when conditions for growth are suboptimal, plants may use directional stimuli to alter their responses and thereby achieve more favorable conditions for growth. The common illustration of this response is when plants are placed in windows and growth becomes oriented toward the outdoors where light is more abundant.
Figure 6–2
Model of tropic plant growth responses.
Figure 6–2 Full Alternative Text
The focus of our derived theory is one that is sometimes seen in community and public health nursing: the surprising health of some individuals despite challenging environments. The derived theory that we have created (see Figure 6–3 ) deals with the phenomenon of positive deviance in which some individuals living in low-resource situations still find ways to thrive despite their adverse circumstances ( Marsh, Schroeder, Dearden, Sternin, & Sternin, 2004 ). For illustrative purposes, we have used the plant tropic response as an analogy to aid us in constructing a theoretical model of the phenomenon of positive deviance. (Note that our model is presented primarily to illustrate the process of theory derivation and is not intended to represent the full complexity of positive deviance.)
Figure 6–3
[Fictitious] Derived model of positive deviants’ responses to low-resource environments.
Figure 6–3 Full Alternative Text
In the derived model, we have used the same structural form of the parent model with one modification. We have added bidirectional arrows between uncommon retrieval of thriving requisites and nontraditional source of requisites. We have done this to show the active role of positive deviants in thriving efforts in low-resource environments. Thus, the model indicates that positive deviants, despite finding themselves in suboptimal situations for thriving, are able to seek and use uncommon methods to attain thriving requisites and thereby create more favorable situations for thriving. A classic example of this is
e 6–3
[Fictitious] Derived model of positive deviants’ responses to low-resource environments.
Figure 6–3 Full Alternative Text
In the derived model, we have used the same structural form of the parent model with one modification. We have added bidirectional arrows between uncommon retrieval of thriving requisites and nontraditional source of requisites. We have done this to show the active role of positive deviants in thriving efforts in low-resource environments. Thus, the model indicates that positive deviants, despite finding themselves in suboptimal situations for thriving, are able to seek and use uncommon methods to attain thriving requisites and thereby create more favorable situations for thriving. A classic example of this is consuming available plants that are not typically included in the diet of the local low-resource community.
McEwen and Wills (2019)
Chapter 5 -theory analysis and evaluation
· Evaluation is a process which systematically exams a theory
· Answer the question: How sound is the theory?
· Three steps: 1) theory description – including historical context, 2) theory analysis – examine its content, structure, and function, and 3) theory evaluation – critique
· Characteristics of a significant theory: scope, complexity, testability, usefulness, implicit values of the theorist, information generated from the theory, meaningful terminology
· Criteria for evaluation: meaning and logical adequacy, operational and empirical adequacy, testability, generality, contributions to understanding, predictability, and pragmatic adequacy (note: mostly about adequacy)
Chapter 7 – grand nursing theories based on human needs
· Biopsychosocial
· Florence, Henderson, Abdellah, Orem, D. Johnson, Neuman
· Consider the background of the theorist, philosophical underpinnings of the theory, assumptions, concepts, relationships between concepts, usefulness, testability (parts or whole), parsimony, value in extending nursing science
Walker and Avant (2019)
Chapter 6 – theory derivation
· Look to see analogous dimensions of a phenomenon in 2 different fields of interest – redefine and transpose content and/or structure
· Example: system theory was transposed in Roy, Roberts, Neuman, etc. theories
· Steps: 1) read widely on the topic, 2) look for analogies in other fields, 3) choose a parent theory, 4) identify content and structure of the parent theory, and 5) develop new statements and define new concepts in the derived theory
Chapter 9 – theory synthesis
· Aim is to construct a theory – organize concepts and relationships into a whole
· Steps: 1) identify a focal concept, 2) review of the literature about factors that are related to the concepts (positive and negative relationships between factors and concepts), and 3) organize concepts and statements into a representation of the phenomenon
· A graphic form of the relationships and statements is a model
· Three aims: preceding events (predict the phenomenon), outcomes, and organization of relational statements into a system
· Theory should be based on empirical evidence
·
Chapter 12 – theory analysis
· A theory should describe, explain, predict, prescribe or control the phenomenon – the phenomenon should be clear, what is effects, and how it affects other phenomenon
· Once again, theory analysis is a systematic explanation of the theory for meaning, logical adequacy, usefulness, generality, parsimony, and testability
· Analysis=understanding
· Six steps:
21. Identify origins of the theory
21. Examine meaning of the theory (look at the concepts, definitions, statements, and relationships)
21. Analyze how logical it is (does it make sense, do scientists agree on it, can it make predictions independent of content?)
21. Determine its usefulness (how much research has it generated, what clinical problem is the theory relevant, does the theory have potential to influence nursing practice, education, administration, and research?)
21. Determine its generalizability and parsimony
21. Determine its testability – empirical evidence support
Chapter 13 – concept, statement, and theory testing
. You start with concepts, then statements, and finally theory which needs testing and revisions and finally retesting
. Look at concepts, statements, and theory in light of four considerations: are the theoretical terms interconnected, can you logically test the hypotheses, is the theory demonstrate construct validity, is the theory tested using both quantitative and qualitative ways
. You need to valid the concept – is there evidence that it represents the phenomenon in reality? Is there evidence that the concept is relevant to practice? What evidence supports the attributes of the concept?
. Silva approach was modified to test the scope and criteria for theory testing – eight considerations
Chapman, Styles, Perry, and Combs (2010)
. Adjusting to workplace violence – applying the theory of adaptation
. The aim of the study was to learn how nurses who experience workplace violence adapt to maintain integrity of their psychological self and emotional well-being; if we understand this we can develop policy and programs
. Taylor’s framework applied – this theory focuses on cognitive adaptation to life threatening events; its an adjustment process; we search for meaning, mastery over the event, and enhance ourself by comparing ourselves to others and do better
Dumchin (2010)
. The author looked at the education of perioperative nurses from traditional education to online education
. A model, that needs to be empirically tested, was created for perioperative nursing curricula based on Benner, social constructivism, adult learning, and advanced technology
Eaton, Davis, Hammond, Condon, and McGee (2011)
. Coping of family members of hospitalized psychiatric patients – use of Folkman and Lazarus’ theory of coping
. There is emotion focused coping, problem focused coping, and mixed
. Neuman’s system model can help explain environmental factors
. Coping can be measured with the F COPES scale and interviews
. Coping is a process – we think and do
Kilpatrick, Lavoie-Tremblay, Lamothe, Ritchie, and Doran (2013)
. The ways roles are enacted in health care can influence outcomes of care and a team’s view of effectiveness
. Look at the role of the acute care nurse practitioner in terms of TEAM
. In this study cases were selected through purposeful sampling and maximum variation
. Cases were compared across all cases to determine differences and similarities
. A model was created with three dimensions
. Key findings from the three dimensions were acute care NP enactment, boundary work, perceptions of team effectiveness, structural dimensions, and outcomes
. This new conceptual framework can help identify structures and processes to focus on when introducing new acute care NPS to teams
Kolcaba, Tilton, and Drouin (2006)
. Comfort theory – an unifying framework to enhance the practice environment
. Three types of comfort – relief, ease, transcendence
. 4 contexts of comfort – physical, psychospiritual, sociocultural, environmental
. Increase patient comfort could result in increased patient engagement resulting in decreased LOS and money, and increase patient satisfaction
46. Provide patients with comfort interventions
. If we increase nurse comfort, we have increase nurse satisfaction and commitment, and effective work
Reay and Rankin (2013)
. Triage decision-making – dynamic decision-making
. Naturalist decision-making is cognitive, psychological
. The authors were challenged to use most theories to explain triage decision-making so they looked to the recognized primed decision model since it addresses real life stressful situations involving intuition and analysis
Watson (2010)
. Florence demonstrated a connection between self, others, humanity, the environment, natures, and cosmos- this connection lead to learning, understanding, and a connection to health, caring, and healing
. Return nursing to the environment – light, air, water, mod, comfort, touch, smell, taste, etc.
. Florence’s work depicts the art and science of nursing including a caring ethic, biopsychosocial, a ways of knowing, a calling, consumer demands and expectation, morality, connectedness, person and environment, spiritual development, and interrelatedness-society, person, politics, etc.
Discussion:
. Analyze TWO frameworks or theories
. Why is each considered a framework or theory
. If a framework, identify which aspects of it might require further research to meet the requirements of a theory
. Pick one of the two and explain potential use of it as the theoretical foundation for your research pointing out STRENGTHS and WEAKNESSES
. Pose any question that has arisen from your examination of these two frameworks or theories
Posted by: Susan Fowler
Posted to: NURS-8250N-1,Adv. Perspectives in Nursing.2020 Fall Quarter 08/31-11/22-PT27