Original ResearchHow applicable are results of systematic reviews and meta-analyses of health behaviour maintenance? A critical evaluation
Introduction
The burden of disease worldwide is largely caused by non-communicable diseases that are preventable by health behaviour change. Physical activity (PA)1, 2 and weight loss3, 4 have been revealed to be of particular importance. Several intervention approaches are known which reliably initiate behaviour change, yet the translation to long-term maintenance of those behaviours has been less successful.5, 6
Existing health behaviour theories and models such as the Health Belief Model,7 Theory of Planned Behaviour,8 Social Cognitive Theory,9 the Transtheoretical Model,10 and the Self-Determination Theory11 have served for many years as guides to intervention development and delivery. The question of why strategies that facilitate the initiation of behaviour change have failed to produce long-term effects has been addressed by both behavioural interventions and various theoretical concepts. The transtheoretical model, for example, includes different stages of health behaviour change, each of which require different interventions.12, 13 Other models, specifically the health action process approach (HAPA), have focused on the distinct psychological influences and processes during different stages between initiation and maintenance.14, 15, 16
It has been argued that it is important to incorporate theoretical models into interventions for health behaviour initiation and maintenance in order to identify those that are most effective.17, 18 This could facilitate the development of variable frameworks which describe the crucial determinants of long-term effective interventions. In order to facilitate the translation of long-term health behaviour change into practice the evidence has to be continuously aligned with the theories and systematically compared, taking the many existing health behaviour theories, the plethora of methodologically heterogeneous trials, and the complexity of health behaviour into consideration.
Systematic reviews and meta-analyses could help health behaviour interventionists and decision makers to identify those strategies that are most promising for long-term maintenance and thus further bridge the theory-practice gap, particularly in regard to multiple lifestyle interventions. For this purpose, the reviews would need to be methodologically valid, consistent with regard to the underlying concept of maintenance, and comprise the potential of being translated into a regular practice setting. The latter requirement refers to external and ecological validity, which is rarely addressed by randomized controlled trials (RCTs) and therefore frequently disregarded by systematic reviews and meta-analyses, as they normally only comprise evidence from RCTs. A well conducted systematic review applies an objective search strategy to the literature, selects studies by predetermined inclusion and exclusion criteria, and critically appraises and adequately combines the relevant studies. The methodological quality of systematic reviews can be assessed by tools such as the AMSTAR (assessment of multiple systematic reviews) tool.19, 20 In contrast, little research has been conducted on the assessment of a study's potential impact on practice21, 22 or its external validity.23
This study has three areas of investigation. First, the methodology of systematic reviews and meta-analyses dealing with the maintenance of PA and weight loss should be evaluated. Second, whether there is a consistent definition of long-term maintenance in the literature should be investigated. Third, the practicability of the studies in accordance with the PRISMA (Preferred Reporting Items for Systematic reviews and Meta-Analyses) statement are examined.
Section snippets
Literature search
While research on weight loss and PA in general has been carried out for some time research specific to maintenance is a recent development. In a preliminary search no systematic reviews or meta-analyses on the maintenance of PA or weight loss that were published prior to 2005 are found. Therefore the authors searched the following databases from Jan 2005 to Feb 2014: EMBASE, Cochrane Library, MEDLINE, PsycINFO, PSINDEX, and Google scholar for studies that reported on the maintenance of
Study characteristics
Twenty-four studies met the inclusion criteria (see Fig. 1 for search process).26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49 Eleven were financed by a government, two were funded by the industry and a charity, respectively, while the remaining 11 failed to report the source of funding. More than 90% of the reviews had been conducted by scientists in America, Europe and Australia and all studies included but were not limited to interventional
Summary
In summary, this study shows that systematic reviews and meta-analyses on the maintenance of PA and weight loss are methodologically flawed, lack a consistent operationalization of maintenance, and provide insufficient information to translate the findings into clinical practice. The findings provided evidence that different interventions to increase and maintain PA and weight loss are effective in adults for longer than 12 months, whereas data on longer follow-ups are scarce; multiple factors
Acknowledgements
The authors are grateful to Majella Horan for proofreading. This work was supported by the Oberberg Stiftung Matthias Gottschaldt. The study sponsor had no role in the study design, in the collection, analysis and interpretation of data, in the writing of the manuscript, or in the decision to submit the manuscript for publication.
Ethical approval
None sought.
Funding
Oberberg Stiftung Matthias Gottschaldt.
Competing interests
None declared.
References (61)
- et al.
Patterns of health behavior in U.S. adults
Prev Med
(2003) - et al.
Self-change and therapy change of smoking behavior: a comparison of processes of change in cessation and maintenance
Addict Behav
(1982) - et al.
Mediating variable framework in physical activity interventions: how are we doing? How might we do better?
Am J Prev Med
(1998) - et al.
AMSTAR is a reliable and valid measurement tool to assess the methodological quality of systematic reviews
J Clin Epidemiol
(2009) - et al.
Long-term effectiveness of interventions promoting physical activity: a systematic review
Prev Med
(2008) - et al.
Website-delivered physical activity interventions a review of the literature
Am J Prev Med
(2007) - et al.
Weight-loss outcomes: a systematic review and meta-analysis of weight-loss clinical trials with a minimum 1-year follow-up
J Am Diet Assoc
(2007) - et al.
Physical activity and public health: updated recommendation for adults from the American College of Sports Medicine and the American Heart Association
Circulation
(2007) - et al.
Health benefits of physical activity: the evidence
Can Med Assoc J
(2006) - et al.
Overweight, obesity, and mortality in a large prospective cohort of persons 50 to 71 years old
N Engl J Med
(2006)
Systematic review of the long-term effects and economic consequences of treatments for obesity and implications for health improvement
Health Technol Assess
Long-term maintenance of weight loss: current status
Health Psychol
The health belief model and personal health behavior
Health Educ Monogr
The theory of planned behavior: a review of its applications to health-related behaviors
Am J Health Promot AJHP
Social cognitive theory: an agentic perspective
Annu Rev Psychol
The transtheoretical model of health behavior change
Am J Health Promot
Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being
Am Psychol
Systems of psychotherapy: a transtheoretical analysis
Modeling health behavior change: how to predict and modify the adoption and maintenance of health behaviors
Appl Psychol
Toward a theory-based analysis of behavioral maintenance
Health Psychol
Initiation and maintenance of health behaviors
Appl Psychol
The long and winding road to physical activity maintenance
Am J Health Behav
Development of AMSTAR: a measurement tool to assess the methodological quality of systematic reviews
BMC Med Res Methodol
Evaluating the public health impact of health promotion interventions: the RE-AIM framework
Am J Public Health
Evaluating the impact of health promotion programs: using the RE-AIM framework to form summary measures for decision making involving complex issues
Health Educ Res
External validity in randomized controlled trials published in high-impact medical journals: a meta-epidemiological study
External validation of a measurement tool to assess systematic reviews (AMSTAR)
PLoS One
Reach, engagement, and retention in an internet-based weight loss program in a multi-site randomized controlled trial
J Med Internet Res
Determinants of physical activity maintenance: a systematic review and meta-analyses
Health Psychol Rev
Systematic review of maintenance of behavior change following physical activity and dietary interventions
Health Psychol
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2016, Preventive MedicineCitation Excerpt :Further, of the studies that reviewed PA interventions in children exclusively (Biddle et al., 2014; Kellou et al., 2014; Norris et al., 2015; Salmon et al., 2009) or separately from other age groups (Timperio et al., 2004; van Sluijs et al., 2007), all primarily focused on the efficacy/effectiveness (i.e., internal validity) of the interventions by attempting to provide evidence of a causal relationship between intervention strategies and increased PA levels. In so doing, the generalizability and translatability (i.e., external validity) of the results have not been addressed in this population, thereby underscoring the need for research that focuses on the translation of health behavior interventions into practice (Loef and Walach, 2015). In response to this research–practice gap, Glasgow et al. (1999, 2004) designed the five-dimension RE-AIM (Reach, Efficacy/Effectiveness, Adoption, Implementation, Maintenance) evaluation framework.
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