Health Behavior Change: Moving from Observation to Intervention.

How can progress in research on health behavior change be accelerated? Experimental medicine (EM) offers an approach that can help investigators specify the research questions that need to be addressed and the evidence needed to test those questions. Whereas current research draws predominantly on multiple overlapping theories resting largely on correlational evidence, the EM approach emphasizes experimental tests of targets or mechanisms of change and programmatic research on which targets change health behaviors and which techniques change those targets. There is evidence that engaging particular targets promotes behavior change; however, systematic studies are needed to identify and validate targets and to discover when and how targets are best engaged. The EM approach promises progress in answering the key question that will enable the science of health behavior change to improve public health: What strategies are effective in promoting behavior change, for whom, and under what circumstances?

[1]  Jennifer M. Taber,et al.  Integrating knowledge across domains to advance the science of health behavior: overcoming challenges and facilitating success , 2017, Translational behavioral medicine.

[2]  Christopher N. Burrows,et al.  To accurately estimate implicit influences on health behavior, accurately estimate explicit influences. , 2016, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[3]  Peter R Harris,et al.  Does self-control improve with practice? Evidence from a six-week training program. , 2016, Journal of experimental psychology. General.

[4]  Esther K. Papies,et al.  Health goal priming as a situated intervention tool: how to benefit from nonconscious motivational routes to health behaviour , 2016, Health psychology review.

[5]  M. Conner,et al.  Meta-Analysis of the Reasoned Action Approach (RAA) to Understanding Health Behaviors , 2016, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[6]  B. Mullan,et al.  Does inhibitory control training improve health behaviour? A meta-analysis , 2016, Health psychology review.

[7]  Yael Benn,et al.  Does monitoring goal progress promote goal attainment? A meta-analysis of the experimental evidence. , 2016, Psychological bulletin.

[8]  Alexander J. Rothman,et al.  The impact of changing attitudes, norms, and self-efficacy on health-related intentions and behavior: A meta-analysis. , 2015, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[9]  P. Sheeran,et al.  The Impact of Asking Intention or Self-Prediction Questions on Subsequent Behavior , 2015, Personality and social psychology review : an official journal of the Society for Personality and Social Psychology, Inc.

[10]  Ara Darzi,et al.  "Priming" hand hygiene compliance in clinical environments. , 2016, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[11]  David T. Neal,et al.  Hale and Hearty Policies , 2015, Perspectives on psychological science : a journal of the Association for Psychological Science.

[12]  R. Hays,et al.  Confirmatory Factor Analysis of the Patient Reported Outcomes Measurement Information System (PROMIS) Adult Domain Framework Using Item Response Theory Scores , 2015, Medical care.

[13]  Melissa Riddle News from the NIH: using an experimental medicine approach to facilitate translational research , 2015, Translational behavioral medicine.

[14]  C. Abraham,et al.  Reliability of Identification of Behavior Change Techniques in Intervention Descriptions , 2015, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[15]  Elliot T. Berkman,et al.  Six Questions for the Resource Model of Control (and Some Answers). , 2015, Social and personality psychology compass.

[16]  Sylvie Naar-King,et al.  From ideas to efficacy: The ORBIT model for developing behavioral treatments for chronic diseases. , 2015, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[17]  Allison M. Sweeney,et al.  Self-affirmation and responses to health messages: a meta-analysis on intentions and behavior. , 2015, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[18]  Alexander J. Rothman,et al.  Realizing the Promise of Social Psychology in Improving Public Health , 2015, Personality and social psychology review : an official journal of the Society for Personality and Social Psychology, Inc.

[19]  A. Good,et al.  Open-mindedness can decrease persuasion amongst adolescents: The role of self-affirmation , 2014, British journal of health psychology.

[20]  Peter R Harris,et al.  The impact of self-affirmation on health-behavior change: a meta-analysis. , 2015, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[21]  Angela M Rodrigues,et al.  The question-behavior effect: genuine effect or spurious phenomenon? A systematic review of randomized controlled trials with meta-analyses. , 2015, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[22]  S. Chang,et al.  Intervention Strategies Based on Information-Motivation-Behavioral Skills Model for Health Behavior Change: A Systematic Review , 2014 .

[23]  Blair T. Johnson,et al.  Enhancing Reporting of Behavior Change Intervention Evaluations , 2014, Journal of acquired immune deficiency syndromes.

[24]  Susan A. Murphy,et al.  Introduction to SMART designs for the development of adaptive interventions: with application to weight loss research , 2014, Translational behavioral medicine.

[25]  P Aveyard,et al.  Effect of behavioural techniques and delivery mode on effectiveness of weight management: systematic review, meta-analysis and meta-regression , 2014, Obesity reviews : an official journal of the International Association for the Study of Obesity.

[26]  Peter R Harris,et al.  Does heightening risk appraisals change people's intentions and behavior? A meta-analysis of experimental studies. , 2014, Psychological bulletin.

[27]  G. Rennert,et al.  From the bench to public health: population-level implementation intentions in colorectal cancer screening. , 2014, American journal of preventive medicine.

[28]  A. Davenport,et al.  Evidence That Self-Affirmation Improves Phosphate Control in Hemodialysis Patients: A Pilot Cluster Randomized Controlled Trial , 2014, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[29]  R. Rhodes,et al.  Implementation Intentions for Physical Activity Behavior in Older Adult Women: An Examination of Executive Function as a Moderator of Treatment Effects , 2014, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[30]  S. Yusuf,et al.  Patient and Healthcare Provider Barriers to Hypertension Awareness, Treatment and Follow Up: A Systematic Review and Meta-Analysis of Qualitative and Quantitative Studies , 2014, PloS one.

[31]  Geoffrey L. Cohen,et al.  The psychology of change: self-affirmation and social psychological intervention. , 2014, Annual review of psychology.

[32]  B. Cuthbert,et al.  Reenvisioning Clinical Science , 2014, Clinical psychological science : a journal of the Association for Psychological Science.

[33]  John Chalmers,et al.  Clinical Practice Guidelines for the Management of Hypertension in the Community , 2014, Journal of clinical hypertension.

[34]  P. Sheeran,et al.  Effective behaviour change techniques in smoking cessation interventions for people with chronic obstructive pulmonary disease: A meta-analysis , 2013, British journal of health psychology.

[35]  E. Papies,et al.  Using health primes to reduce unhealthy snack purchases among overweight consumers in a grocery store , 2013, International Journal of Obesity.

[36]  Alexander J. Rothman,et al.  The Effects of Regulatory Focus on Responding to and Avoiding Slips in a Longitudinal Study of Smoking Cessation , 2013, Basic and applied social psychology.

[37]  Karim S. Kassam,et al.  The Effects of Measuring Emotion: Physiological Reactions to Emotional Situations Depend on whether Someone Is Asking , 2013, PloS one.

[38]  Alexander J. Rothman,et al.  Advancing innovations in social/personality psychology and health: opportunities and challenges. , 2013, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[39]  P. Sheeran,et al.  Automatic risk behavior: direct effects of binge drinker stereotypes on drinking behavior. , 2013, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[40]  I. Veldhuizen,et al.  Does Questionnaire Distribution Promote Blood Donation? An Investigation of Question–Behavior Effects , 2013, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[41]  C. Abraham,et al.  The Behavior Change Technique Taxonomy (v1) of 93 Hierarchically Clustered Techniques: Building an International Consensus for the Reporting of Behavior Change Interventions , 2013, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[42]  Gaston Godin,et al.  A meta-analytic review of the effect of implementation intentions on physical activity , 2013 .

[43]  E. Papies,et al.  Healthy dining. Subtle diet reminders at the point of purchase increase low-calorie food choices among both chronic and current dieters , 2013, Appetite.

[44]  Emily B. Falk,et al.  From Neural Responses to Population Behavior , 2012, Psychological science.

[45]  S. Murphy,et al.  A "SMART" design for building individualized treatment sequences. , 2012, Annual review of clinical psychology.

[46]  Thomas S. Redick,et al.  Is working memory training effective? , 2012, Psychological bulletin.

[47]  M. Johnston,et al.  Identifying active ingredients in complex behavioural interventions for obese adults with obesity-related co-morbidities or additional risk factors for co-morbidities: a systematic review , 2012 .

[48]  A. Baddeley,et al.  Executive functions and self-regulation , 2012, Trends in Cognitive Sciences.

[49]  Martin T. Wells,et al.  A randomized controlled trial of positive-affect induction to promote physical activity after percutaneous coronary intervention. , 2012, Archives of internal medicine.

[50]  Martin T. Wells,et al.  Increasing physical activity in patients with asthma through positive affect and self-affirmation: a randomized trial. , 2012, Archives of internal medicine.

[51]  Kara L Hall,et al.  Assessing the value of team science: a study comparing center- and investigator-initiated grants. , 2012, American journal of preventive medicine.

[52]  Alexander J. Rothman,et al.  Exploring Connections Between Moderators and Mediators: Commentary on Subgroup Analyses in Intervention Research , 2012, Prevention Science.

[53]  Huaqin Pan,et al.  The PhenX Toolkit: Get the Most From Your Measures , 2011, American journal of epidemiology.

[54]  Reinout W. Wiers,et al.  Getting a Grip on Drinking Behavior , 2011, Psychological science.

[55]  Cynthia Helba,et al.  Grid-enabled measures: using Science 2.0 to standardize measures and share data. , 2011, American journal of preventive medicine.

[56]  P. Sheeran,et al.  Durable effects of implementation intentions: reduced rates of confirmed pregnancy at 2 years. , 2011, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[57]  Megan E. Piper,et al.  The Multiphase Optimization Strategy for Engineering Effective Tobacco Use Interventions , 2011, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[58]  Susan Persky,et al.  Employing immersive virtual environments for innovative experiments in health care communication. , 2011, Patient education and counseling.

[59]  Elliot T. Berkman,et al.  Neural activity during health messaging predicts reductions in smoking above and beyond self-report. , 2011, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[60]  Andrew Prestwich,et al.  Using aversive images to enhance healthy food choices and implicit attitudes: An experimental test of evaluative conditioning. , 2011, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[61]  C. Abraham,et al.  Systematic review of reviews of intervention components associated with increased effectiveness in dietary and physical activity interventions , 2011, BMC public health.

[62]  M. Conner,et al.  Prospective prediction of health-related behaviours with the Theory of Planned Behaviour: a meta-analysis , 2011 .

[63]  J. Hox,et al.  Do implementation intentions help to eat a healthy diet? A systematic review and meta-analysis of the empirical evidence , 2011, Appetite.

[64]  Mark Conner,et al.  Long-term effects of implementation intentions on prevention of smoking uptake among adolescents: a cluster randomized controlled trial. , 2010, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[65]  E. Papies,et al.  Goal priming and eating behavior: enhancing self-regulation by environmental cues. , 2010, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[66]  How Do People Form Behavioral Intentions when Others Have the Power to Determine Social Consequences? , 2010, The Journal of general psychology.

[67]  Emily B. Falk,et al.  Predicting Persuasion-Induced Behavior Change from the Brain , 2010, The Journal of Neuroscience.

[68]  D. French,et al.  What is the best way to change self-efficacy to promote lifestyle and recreational physical activity? A systematic review with meta-analysis. , 2010, British journal of health psychology.

[69]  S. Michie,et al.  Using the Internet to Promote Health Behavior Change: A Systematic Review and Meta-analysis of the Impact of Theoretical Basis, Use of Behavior Change Techniques, and Mode of Delivery on Efficacy , 2010, Journal of medical Internet research.

[70]  Charles Abraham,et al.  Standard care impact on effects of highly active antiretroviral therapy adherence interventions: A meta-analysis of randomized controlled trials. , 2010, Archives of internal medicine.

[71]  M. Conner,et al.  A Review and Meta-Analysis of Affective Judgments and Physical Activity in Adult Populations , 2009, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[72]  C. Abraham,et al.  Effective techniques in healthy eating and physical activity interventions: a meta-regression. , 2009, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[73]  Alexander J. Rothman,et al.  Capitalizing on Opportunities to Refine Health Behavior Theories , 2009, Health education & behavior : the official publication of the Society for Public Health Education.

[74]  Laura Smart Richman,et al.  Perceived discrimination and health: a meta-analytic review. , 2009, Psychological bulletin.

[75]  C. Armitage Is there utility in the transtheoretical model? , 2009, British journal of health psychology.

[76]  M. Banaji,et al.  PREDICTIVE VALIDITY OF THE IAT 1 RUNNING HEAD : PREDICTIVE VALIDITY OF THE IAT Understanding and Using the Implicit Association Test : III . Meta-analysis of Predictive Validity , 2006 .

[77]  Mark Conner,et al.  Desire or reason: predicting health behaviors from affective and cognitive attitudes. , 2009, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[78]  Ralf Schwarzer,et al.  Modelando el cambio en el comportamiento de salud: Cómo predecir y modificar la adopción y el mantenimiento de comportamientos de salud/Modeling Health Behavior Change: How to Predict and Modify the Adoption and Maintenance of Health Behaviors , 2009 .

[79]  J. van der Pligt,et al.  The instability of health cognitions: visceral states influence self-efficacy and related health beliefs. , 2008, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[80]  Johannes Brug,et al.  Effectiveness of smoking cessation interventions among adults: a systematic review of reviews , 2008, European journal of cancer prevention : the official journal of the European Cancer Prevention Organisation.

[81]  R. Wiers,et al.  Impulsive versus reflective influences on health behavior: a theoretical framework and empirical review , 2008 .

[82]  P. Sheeran,et al.  Mechanisms of implementation intention effects: the role of goal intentions, self-efficacy, and accessibility of plan components. , 2008, The British journal of social psychology.

[83]  N. Christakis,et al.  Social Networks and Health , 2008 .

[84]  A. Rothman,et al.  Getting there and hanging on: the effect of regulatory focus on performance in smoking and weight loss interventions. , 2008, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[85]  A. Rothman,et al.  The impact of expectations and satisfaction on the initiation and maintenance of smoking cessation: an experimental test. , 2008, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[86]  C. Abraham,et al.  A taxonomy of behavior change techniques used in interventions. , 2008, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[87]  R. Thaler,et al.  Nudge: Improving Decisions About Health, Wealth, and Happiness , 2008 .

[88]  F. Gibbons,et al.  A dual-process approach to health risk decision making: The prototype willingness model , 2008 .

[89]  Mark Conner,et al.  Asking questions changes behavior: mere measurement effects on frequency of blood donation. , 2008, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[90]  Anja Achtziger,et al.  Implementation Intentions and Shielding Goal Striving From Unwanted Thoughts and Feelings , 2008, Personality & social psychology bulletin.

[91]  D. Moher,et al.  Extending the CONSORT statement to randomized trials of nonpharmacologic treatment: explanation and elaboration. , 2008, Annals of internal medicine.

[92]  P. Sheeran,et al.  Increasing attendance for psychotherapy: implementation intentions and the self-regulation of attendance-related negative affect. , 2007, Journal of consulting and clinical psychology.

[93]  David T. Neal,et al.  A new look at habits and the habit-goal interface. , 2007, Psychological review.

[94]  P. Hall,et al.  Temporal self-regulation theory: A model for individual health behavior , 2007 .

[95]  Noel T Brewer,et al.  Meta-analysis of the relationship between risk perception and health behavior: the example of vaccination. , 2007, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[96]  M. Kiviniemi,et al.  How do I feel about the behavior? The interplay of affective associations with behaviors and cognitive beliefs as influences on physical activity behavior. , 2007, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[97]  Neil D Weinstein,et al.  Misleading tests of health behavior theories , 2007, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[98]  Alexander J. Rothman,et al.  Specifying the determinants of the initiation and maintenance of behavior change: an examination of self-efficacy, satisfaction, and smoking cessation. , 2006, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[99]  F. Gibbons,et al.  A theory-based dual-focus alcohol intervention for preadolescents: the Strong African American Families Program. , 2006, Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors.

[100]  P. Sheeran,et al.  Does changing behavioral intentions engender behavior change? A meta-analysis of the experimental evidence. , 2006, Psychological bulletin.

[101]  P. Gollwitzer,et al.  Implementation intentions and goal achievement: A meta-analysis of effects and processes , 2006 .

[102]  D. Albarracín,et al.  A test of major assumptions about behavior change: a comprehensive look at the effects of passive and active HIV-prevention interventions since the beginning of the epidemic. , 2005, Psychological bulletin.

[103]  Vijay N. Nair,et al.  A strategy for optimizing and evaluating behavioral interventions , 2005, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[104]  G. Loewenstein,et al.  Hot-cold empathy gaps and medical decision making. , 2005, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[105]  Alexander J. Rothman,et al.  Commentary: Revitalizing research on health behavior theories. , 2005, Health education research.

[106]  Rick S Zimmerman,et al.  Health Behavior Theory and cumulative knowledge regarding health behaviors: are we moving in the right direction? , 2005, Health education research.

[107]  D. Trafimow Problems with change in R2 as applied to theory of reasoned action research. , 2004, The British journal of social psychology.

[108]  F. Gibbons,et al.  Context and Cognitions: Environmental Risk, Social Influence, and Adolescent Substance Use , 2004, Personality & social psychology bulletin.

[109]  F. Strack,et al.  Reflective and Impulsive Determinants of Social Behavior , 2004, Personality and social psychology review : an official journal of the Society for Personality and Social Psychology, Inc.

[110]  Alexander J. Rothman,et al.  International Journal of Behavioral Nutrition and Physical Activity , 2004 .

[111]  J. Gerberding,et al.  Actual causes of death in the United States, 2000. , 2004, JAMA.

[112]  Don C Des Jarlais,et al.  Improving the reporting quality of nonrandomized evaluations of behavioral and public health interventions: the TREND statement. , 2004, American journal of public health.

[113]  Evelyn P Whitlock,et al.  Evidence-based behavioral medicine: What is it and how do we achieve it? , 2003, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[114]  T. Palfai,et al.  Alcohol-related motivational tendencies in hazardous drinkers: assessing implicit response tendencies using the modified-IAT. , 2003, Behaviour research and therapy.

[115]  Scott B. MacKenzie,et al.  Common method biases in behavioral research: a critical review of the literature and recommended remedies. , 2003, The Journal of applied psychology.

[116]  C. Abraham,et al.  Mediator of Moderators: Temporal Stability of Intention and the Intention-Behavior Relation , 2003, Personality & social psychology bulletin.

[117]  D. Moher,et al.  The CONSORT statement: revised recommendations for improving the quality of reports of parallel-group randomised trials , 2001, The Lancet.

[118]  P. Sheeran,et al.  Prediction and Intervention in Health-Related Behavior: A Meta-Analytic Review of Protection Motivation Theory , 2000 .

[119]  Alexander J. Rothman,et al.  Toward a theory-based analysis of behavioral maintenance. , 2000, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[120]  David Trafimow,et al.  Some Tests of the Distinction between Cognitive and Affective Beliefs , 1998 .

[121]  A. Bandura Health promotion from the perspective of social cognitive theory , 1998 .

[122]  Wendy Wood,et al.  Habit and intention in everyday life: The multiple processes by which past behavior predicts future behavior. , 1998 .

[123]  D. Russell,et al.  Reasoned action and social reaction: willingness and intention as independent predictors of health risk. , 1998, Journal of personality and social psychology.

[124]  R. Petty,et al.  Measuring the Affective and Cognitive Properties of Attitudes: Conceptual and Methodological Issues , 1994 .

[125]  P. Gollwitzer Goal Achievement: The Role of Intentions , 1993 .

[126]  K. Witte Putting the fear back into fear appeals: The extended parallel process model , 1992 .

[127]  Jacob Cohen,et al.  A power primer. , 1992, Psychological bulletin.

[128]  W A Fisher,et al.  Changing AIDS-risk behavior. , 1992, Psychological bulletin.

[129]  I. Ajzen The theory of planned behavior , 1991 .

[130]  William J. McGuire,et al.  Psychology of science: A perspectivist approach to the strategic planning of programmatic scientific research , 1989 .

[131]  C. Steele The Psychology of Self-Affirmation: Sustaining the Integrity of the Self , 1988 .

[132]  C. Carver,et al.  Control theory: a useful conceptual framework for personality-social, clinical, and health psychology. , 1982, Psychological bulletin.

[133]  P. Meehl Theoretical risks and tabular asterisks: Sir Karl, Sir Ronald, and the slow progress of soft psychology. , 1978 .

[134]  M. Deutsch,et al.  A study of normative and informational social influences upon individual judgement. , 1955, Journal of abnormal psychology.