Epartners supporting behavior change

The present report focuses on developing a comprehensive framework that guides the design of ePartners that support behavior change to promote health. An ePartner is an interactive, virtual or embodied computer assistant to which one can communicate and that assists persons through tailored advice, coaching and support. Chapter 2 describes the general framework regarding behavior change. It starts with specifying the desired health goal and the behavior change to reach that goal. Next determinants that affect this behavior (change), and techniques changing these determinants are defined. These steps reflect the first steps of Intervention Mapping (Bartholomew et al., 2011), which is combined with situated Cognitive Engineering (Neerincx & Lindenberg, 2008). In order to evaluate this approach, we used three scenarios to develop baseline requirements for ePartners-that-care. It proved to be an efficient way to develop requirements, given the around 175 requirements and 40 use cases that were developed within the three scenarios in the sCE-tool. The resulting number of requirements, behavior change techniques, determinants, and theories raise the question of managing this vast amount of data. One factor contributing to this large number is the level of abstraction at which requirements and use cases are formulated. Future research should focus on how to make and maintain the amount of theories, determinants, BCTs, and requirements applicable and searchable when designing ePartners-that-care. In addition, content information regarding the specific health (care) problem is also required as input for the ePartner. Chapter 3 addresses how an ePartner can be tailored by describing the various approaches and terminology regarding tailoring. Within the health education domain tailoring is a well-defined approach, incorporating an elaborated ontology that positions tailoring on a dimension from generic, targeted, personalized, tailored to interpersonal communication. Also a method how to design tailored communication is observed in the literature. Finally, Chapter 4 provides a short introduction to the field of persuasive technology, because an ePartner is a technology whose features in itself may encourage its use and impact. The general behavior change framework could be enriched by incorporating elements from tailoring and persuasive technology in its content (behavior determinants and behavior change techniques) and method (situated Cognitive Engineering and Intervention Mapping). However, this also poses the question at which level of abstraction the framework should operate and the scope of the framework.

[1]  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.

[2]  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.

[3]  Andrew J Milat,et al.  Computer-tailored weight reduction interventions targeting adults: a narrative systematic review. , 2009, Health promotion journal of Australia : official journal of Australian Association of Health Promotion Professionals.

[4]  V. Strecher,et al.  One size does not fit all: The case for tailoring print materials , 1999, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[5]  M. Kreuter,et al.  Applications workbook to accompany health promotion planning : an educational and ecological approach , 1999 .

[6]  I. Ajzen,et al.  Prediction of goal directed behaviour: Attitudes, intentions and perceived behavioural control , 1986 .

[7]  M. Becker,et al.  The Health Belief Model: A Decade Later , 1984, Health education quarterly.

[8]  L. Kay Bartholomew,et al.  Planning health promotion programs , 2012 .

[9]  A. Bandura Social Foundations of Thought and Action: A Social Cognitive Theory , 1985 .

[10]  Ralf Schwarzer,et al.  How to overcome health-compromising behaviors: The health action process approach , 2008 .

[11]  Johannes Brug,et al.  Past, present, and future of computer-tailored nutrition education. , 2003, The American journal of clinical nutrition.

[12]  Maija-Leena Huotari,et al.  Preventing the Obesity Epidemic by Second Generation Tailored Health Communication: An Interdisciplinary Review , 2010, Journal of medical Internet research.

[13]  C. van der Mast,et al.  An online lifestyle diary with a persuasive computer assistant providing feedback on self-management. , 2009, Technology and health care : official journal of the European Society for Engineering and Medicine.

[14]  Kathleen D. Vohs,et al.  Understanding self-regulation: An introduction , 2004 .

[15]  David Ogilvie,et al.  Behavior Change Techniques Used to Promote Walking and Cycling , 2013, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[16]  Dewar D Finlay Smart environments: technology to support healthcare. , 2009, Technology and health care : official journal of the European Society for Engineering and Medicine.

[17]  Stephen S. Intille,et al.  A new research challenge: persuasive technology to motivate healthy aging , 2004, IEEE Transactions on Information Technology in Biomedicine.

[18]  J. Bargh,et al.  The psychology of action : linking cognition and motivation to behavior , 1999 .

[19]  Johan Redström,et al.  Towards user design? On the shift from object to user as the subject of design , 2006 .

[20]  Michael E. Bratman,et al.  Intention, Plans, and Practical Reason , 1991 .

[21]  P. Gollwitzer The Volitional Benefits of Planning , 1996 .

[22]  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.

[23]  Brian H. Spitzberg,et al.  Interpersonal Communication Competence , 1984 .

[24]  Jonathan Evans Dual-processing accounts of reasoning, judgment, and social cognition. , 2008, Annual review of psychology.

[25]  Johannes Brug,et al.  Examining the minimal required elements of a computer-tailored intervention aimed at dietary fat reduction: results of a randomized controlled dismantling study. , 2007, Health education research.

[26]  Neerincx,et al.  Situated cognitive engineering for complex task environments , 2005 .

[27]  Florian Jentsch,et al.  From Tools to Teammates , 2011 .

[28]  A Dijkstra,et al.  The development of computer-generated tailored interventions. , 1999, Patient education and counseling.

[29]  Nancy Grant Harrington,et al.  The Role of Message Tailoring in the Development of Persuasive Health Communication Messages , 2009 .

[30]  W. Kroeze,et al.  A Systematic Review of Randomized Controlled Trials on the Effectiveness of Computer-Tailored Physical Activity and Dietary Behavior Promotion Programs: an Update , 2012, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[31]  B. J. Fogg,et al.  Persuasive computers: perspectives and research directions , 1998, CHI.

[32]  B. J. Fogg,et al.  Persuasive technology: using computers to change what we think and do , 2002, UBIQ.

[33]  Cliona Ni Mhurchu,et al.  Does tailoring make a difference? A systematic review of the long-term effectiveness of tailored nutrition education for adults. , 2009, Nutrition reviews.

[34]  M. Harjumaa,et al.  A Systematic Framework for Designing and Evaluating Persuasive Systems , 2008, PERSUASIVE.

[35]  L. B. Pierce,et al.  Efficacy of computer technology-based HIV prevention interventions: a meta-analysis , 2009, AIDS.

[36]  S. Noar,et al.  Does tailoring matter? Meta-analytic review of tailored print health behavior change interventions. , 2007, Psychological bulletin.

[37]  Nicholas R. Jennings,et al.  Intelligent agents: theory and practice , 1995, The Knowledge Engineering Review.

[38]  K. Vohs,et al.  Handbook of self-regulation : research, theory, and applications , 2004 .

[39]  Carlo C. DiClemente,et al.  The Transtheoretical Approach: Crossing Traditional Boundaries of Therapy , 1994 .

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

[41]  B. Rimer,et al.  Advancing Tailored Health Communication: A Persuasion and Message Effects Perspective , 2006 .

[42]  M. Fishbein,et al.  Understanding tailoring in communicating about health. , 2008, Health education research.

[43]  M. Zanna,et al.  Attitudes and Attitude Change , 1993 .

[44]  Alexander J. Rothman,et al.  Self-regulation and behavior change: Disentangling behavioral initiation and behavioral maintenance , 2004 .

[45]  J. Prochaska,et al.  A meta-analysis of computer-tailored interventions for health behavior change. , 2010, Preventive medicine.

[46]  I. Ajzen,et al.  Belief, Attitude, Intention, and Behavior: An Introduction to Theory and Research , 1977 .

[47]  Alexander J. Rothman,et al.  Stage theories of health behavior: conceptual and methodological issues. , 1998, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[48]  Donald A. Norman,et al.  Some observations on mental models , 1987 .

[49]  Johannes Brug,et al.  Cost-effectiveness of tailored print communication, telephone motivational interviewing, and a combination of the two: results of an economic evaluation alongside the Vitalum randomized controlled trial , 2010, The international journal of behavioral nutrition and physical activity.

[50]  Olivier A. Blanson Henkemans ePartner for Self-Care: How to Enhance eHealth with Personal Computer Assistants , 2009 .

[51]  Mark A. Neerincx,et al.  Towards the usage of persuasive strategies in a virtual sleep coach , 2012 .

[52]  J. Bargh,et al.  Nonconscious processes and health. , 2013, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[53]  J. Brug,et al.  Increased attention for computer-tailored health communications: an event-related potential study. , 2006, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[54]  Arie Dijkstra,et al.  Working mechanisms of computer-tailored health education: evidence from smoking cessation. , 2005, Health education research.

[55]  K. Glanz,et al.  Health behavior and health education : theory, research, and practice , 1991 .

[56]  N. Weinstein The precaution adoption process. , 1988, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.