Complex system approaches: could they enhance the relevance of clinical research?To the Editor: In his invited commentary on the article by Miller et al titled "A Quantitative Analysis Quantitative Analysis A security analysis that uses financial information derived from company annual reports and income statements to evaluate an investment decision. Notes: of Research Publications in Physical Therapy Journals" in the February 2003 issue of Physical Therapy, Jette posed a simple question: "What can be done to stimulate more research in physical therapy that has direct clinical relevance?" (1(p132)) Jette proposed that, to answer this question, clinicians and scientists in physical therapy must come together. In fact, he proposed that the divergence between clinicians and scientists has "hindered the conduct of clinically relevant research that will meet the contemporary demands of society for clinical interventions rooted in sound theory and scientific evidence, versus tradition and anecdote anecdote (ăn`ĭkdōt'), brief narrative of a particular incident. An anecdote differs from a short story in that it is unified in time and space, is uncomplicated, and deals with a single episode. ." (1(p132)) One etiology of the hindered conduct of clinically relevant research might be what we would call a "confounding confounding when the effects of two, or more, processes on results cannot be separated, the results are said to be confounded, a cause of bias in disease studies. confounding factor factor" in the divide between clinicians and scientists. A confounding factor is a third factor, independently related to cause and effect. Here, cause is the divergence between clinicians and scientists; effect is hindrance hin·drance n. 1. a. The act of hindering. b. The condition of being hindered. 2. One that hinders; an impediment. See Synonyms at obstacle. of the conduct of clinically relevant research; and, I contend, a confounding factor is the complex system inherent in physical therapist practice. The presence of this complex system can independently lead to a divergence and to a hindrance. If left unstated and unmanaged, this confounding factor could lead to perpetual difficulties in remedying the problem concerning clinically relevant research. The study of complex systems is now recognized as a scientific discipline. (2) The field is not foreign to physical therapy, having several ties to the disciplines of neurophysiology neurophysiology /neu·ro·phys·i·ol·o·gy/ (-fiz?e-ol´ah-je) physiology of the nervous system. neu·ro·phys·i·ol·o·gy n. with various dynamical systems Dynamical Systems A system of equations where the output of one equation is part of the input for another. A simple version of a dynamical system is linear simultaneous equations. Non-linear simultaneous equations are nonlinear dynamical systems. theories. What would be new, however, is the application of these principles to clinical research. A complex system consists of interconnected parts. The simple study of the parts in isolation--reductionism--is the modus operandi [Latin, Method of working.] A term used by law enforcement authorities to describe the particular manner in which a crime is committed. The term modus operandi is most commonly used in criminal cases. It is sometimes referred to by its initials, M.O. of the scientific method, attempting to isolate sources of variation. Clinicians, however, are faced with all sources of variation at the same time and must deal constantly with the full burden of the complex system. They and their patient management become immersed im·merse tr.v. im·mersed, im·mers·ing, im·mers·es 1. To cover completely in a liquid; submerge. 2. To baptize by submerging in water. 3. , interconnected, and part of the complex system. This is a potential source of divergence between clinicians and scientists. Clinicians are fully aware that the patient, the components of patient management, the interaction between therapist and patient, and other factors form the entire system that ultimately determines outcome. This is, perhaps, a greater reality in physical therapy than in medicine, based on the level of inquiry that is influenced by the larger number of variables as we move from the cellular level to the level of human being--environmental and social interaction. Scientists are aware of the dynamic interconnected relationships, but they respond by reducing complexity with study criteria and methods (reductionism reductionism(rē·dukˑ·sh n. Abbr. SNF An establishment that houses chronically ill, usually elderly patients, and provides long-term nursing care, rehabilitation, and other services. , and home care settings) look bewildered and tell me that I have just excluded all of their patients! The presence of complex systems is inherent in physical therapist practice, and the inability of scientists to deal with this issue using standard scientific methods might be a source of divergence in clinician-to-scientist communication. Complex systems also can lead to a hindrance in conduct of clinically relevant research. Understanding component parts by studying them in isolation will never lead to a complete understanding of the complex system: the whole is more than the sum of its parts. The very nature of clinically relevant research is to provide an understanding of how physical therapy--the entire activity of physical therapy--can lead to reduction of disability, improvement in function, reduction of impairment, prevention of pathology, and so on. By encapsulating the entire activity of physical therapy without an attempt to understand the nature of the complex system, we may end up using 2 equally problematic approaches. One approach is to reduce by eliminating factors (reductionism); the other approach is to reduce by aggregating multiple factors and assuming that the constitution of these aggregations is irrelevant to the research question. The use of complex systems in clinical research can take a variety of approaches and, in my opinion, will never replace commonplace reductionism, because there is still a role for understanding simple isolated relationships. My suggestion is to put these isolated relationships into a full context, appreciating that physical therapist practice is a complex system and that methods exist for development in this area. I ask scientists, clinicians, and clinician scientists to consider a dialogue regarding complex systems as applied to clinical research ill physical therapy. Inclusion of complex systems approaches to theory, study design, methods, conduct, and analysis may improve dialogue and enhance the clinical relevance of research in physical therapy, based on the premise that physical therapist clinical practice is a complex system. Sean M Collins, PT, ScD, CCS (1) (Common Channel Signaling) A communications system in which one channel is used for signaling and different channels are used for voice/data transmission. Signaling System 7 (SS7) is a CCS system, also known as CCS7. See SS7. Assistant Professor & Research Coordinator Department of Physical Therapy University of Massachusetts--Lowell 3 Solomont Way, Suite 5 Lowell, MA 01854-5124 sean_collins@uml.edu References (1) Jette AM. Invited commentary on "A quantitative analysis of research publications in physical therapy journals." Phys Ther. 2003;83:131-132. (2) Bar-Yam Y. Dynamics of Complex Systems. Reading, Mass: Perseus Books; 1997. |
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