Advances in Psychological Science ›› 2024, Vol. 32 ›› Issue (5): 859-872.doi: 10.3724/SP.J.1042.2024.00859
• Regular Articles • Previous Articles
SHEN Manqiong1, LIAO Jiancai2, WANG Haizhong3
Received:
2023-03-29
Online:
2024-05-15
Published:
2024-03-05
SHEN Manqiong, LIAO Jiancai, WANG Haizhong. Analysis of consumer medication adherence: Based on two-stage theoretical model[J]. Advances in Psychological Science, 2024, 32(5): 859-872.
[1] 高雯, 杨丽珠, 李晓溪. (2012). 健康行动过程取向模型的发展与前景. [2] Ajzen, I. (1991). The theory of planned behavior.Organizational Behavior and Human Decision Processes, 50, 179-211. [3] Agarwal R., Dugas M., Gao G. G., & Kannan P. K. (2020). Emerging technologies and analytics for a new era of value-centered marketing in healthcare. Journal of the Academy of Marketing Science, 48(1), 1-15. [4] Agrawal N., Menon G., & Aaker J. L. (2007). Getting emotional about health. [5] Batra R. K., Brunel F., & Chandran S. (2009). When good looks kill: An examination of consumer response to visually attractive product design.Advances in Consumer Research, 36, 698-698. [6] Bolton L. E., Reed A., Volpp K. G., & Armstrong K. (2008). How does drug and supplement marketing affect a healthy lifestyle?.Journal of Consumer Research, 34(5), 713-726. [7] Bowman D., Heilman C. M., & Seetharaman P. B. (2004). Determinants of product-use compliance behavior.Journal of Marketing Research, 41(3), 324-338. [8] Brieger W. R., Salami K. K., & Oshiname F. O. (2007). Perceptions of drug color among drug sellers and consumers in rural southwestern Nigeria.Research in Social and Administrative Pharmacy, 3(3), 303-319. [9] Briley D. A., Melanie R., & Jennifer A. (2017). Cultivating optimism: How to frame your future during a health challenge. Journal of Consumer Research, 44(4), 895-915. [10] Brug J., Conner M., Harre N., Kremers S., McKellar S., & Whitelaw S. (2005). The Transtheoretical Model and stages of change: A critique: Observations by five commentators on the paper by Adams, J. and White, M.(2004) why don't stage-based activity promotion interventions work?. [11] Camacho N., De Jong M., & Stremersch S. (2014). The effect of customer empowerment on adherence to expert advice. International Journal of Research in Marketing, 31(3), 293-308. [12] Chandran, S., & Menon, G. (2004). When a day means more than a year: Effects of temporal framing on judgments of health risk.Journal of Consumer Research, 31(2), 375-389. [13] Christensen CM. Grossman J, Hwang J. (2009). [14] Conner M., McEachan R., Jackson C., McMillan B., Woolridge M., & Lawton R. (2013). Moderating effect of socioeconomic status on the relationship between health cognitions and behaviors. [15] Conner M.,& Sparks, P. (2005). The theory of planned behaviour and health behaviours. In M. Conner & P. Norman (Eds.), Predicting health behaviour: Research and practice with social cognition models (2nd ed., pp. 170-222). Maidenhead, England: Open University Press. [16] Cox A. D., Cox D., & Zimet G. (2006). Understanding consumer responses to product risk information.Journal of Marketing, 70(1), 79-91. [17] Cutler R. L., Fernandez-Llimos F., Frommer M., Benrimoj C., & Garcia-Cardenas V. (2018). Economic impact of medication non- adherence by disease groups: A systematic review.British Medical Journal Open, 8(1), e016982. [18] de Bruin M., Sheeran P., Kok G., Hiemstra A., Prins J. M., Hospers H. J., & van Breukelen, G. J. (2012). Self-regulatory processes mediate the intention-behavior relation for adherence and exercise behaviors.Health Psychology, 31(6), 695-703. [19] Dellande S., Gilly M. C., & Graham J. L. (2004). Gaining compliance and losing weight: The role of the service provider in health care services.Journal of Marketing, 68(3), 78-91. [20] Desai N. R., Ross J. S., Kwon J. Y., Herrin J., Dharmarajan K., & Bernheim S. M., et al. (2016). Association between hospital penalty status under the hospital readmission reduction program and readmission rates for target and nontarget conditions.JAMA, 316(24), 2647-2656. [21] Fallis B. A., Dhalla I. A., Klemensberg J., & Bell C. M. (2013). Primary medication non-adherence after discharge from a general internal medicine service.PloS One, 8(5), e61735. [22] Fischer M. A., Choudhry N. K., Bykov K., Brill G., Bopp G., Wurst A. M., & Shrank W. H. (2014). Pharmacy- based interventions to reduce primary medication nonadherence to cardiovascular medications.Medical Care, 52(12), 1050-1054. [23] Gerend, M. A., & Maner, J. K. (2011). Fear, anger, fruits, and veggies: Interactive effects of emotion and message framing on health behavior.Health Psychology, 30(4), 420-423. [24] Gershoff, A. D., & Koehler, J. J. (2011). Safety first? The role of emotion in safety product betrayal aversion.Journal of Consumer Research, 38(1), 140-150. [25] Giuffrida, A., & Torgerson, D. J. (1997). Should we pay the patient? Review of financial incentives to enhance patient compliance. [26] Glanz K., Rimer B. K., & Viswanath K. (2008). [27] Griffith J. M., Lewis C. L., Pignone M. P., Sheridan S. L., & Hawley S. (2009). Randomized trial of presenting absolute v. relative risk reduction in the elicitation of patient values for heart disease prevention with conjoint analysis.Medical Decision Making, 29(2), 167-174. [28] Hackerson M. L., Luder H. R., Beck A. F., Wedig J. M., Heaton P. C., & Frede S. M. (2018). Addressing primary nonadherence: A collaboration between a community pharmacy and a large pediatric clinic.Journal of the American Pharmacists Association, 58(4), S101-S108. [29] Hatzenbuehler M. L., Phelan J. C., & Link B. G. (2013). Stigma as a fundamental cause of population health inequalities.American Journal of Public Health, 103(5), 813-821. [30] Hassan, A., & Barber, S. J. (2021). The effects of repetition frequency on the illusory truth effect.Cognitive Research: Principles and Implications, 6(1), 1-12. [31] Hastings T. J., Hohmann N. S., Jeminiwa R., Hansen R. A., Qian J., & Garza K. B. (2021). Perceived appropriateness of medication adherence incentives.Journal of Managed Care & Specialty Pharmacy, 27(6), 772-778. [32] Hausman, A. (2004). Modeling the patient-physician service encounter: Improving patient outcomes.Journal of the Academy of Marketing Science, 32(4), 403-417. [33] Hernandez-Tejada M. A., Campbell J. A., Walker R. J., Smalls B. L., Davis K. S., & Egede L. E. (2012). Diabetes empowerment, medication adherence and self-care behaviors in adults with type 2 diabetes.Diabetes Technology & Therapeutics, 14(7), 630-634. [34] Ilyuk V., Block L., & Faro D. (2014). Is it still working? Task difficulty promotes a rapid wear-off bias in judgments of pharmacological products.Journal of Consumer Research, 41(3), 775-793. [35] Ilyuk, V., & Block, L. (2016). The effects of single-serve packaging on consumption closure and judgments of product efficacy.Journal of Consumer Research, 42(6), 858-878. [36] Ilyuk V., Irmak C., Kramer T., & Block L. (2014). Efficacy expectations and adherence: Evidence of consumer biases and heuristics in pharmaceutical marketing. In D. Min, J. Eliashberg, & S. Stremersch,(Eds.), [37] Kaplan, R. M., & Milstein, A. (2021). Influence of a covid-19 vaccine's effectiveness and safety profile on vaccination acceptance.Proceedings of the National Academy of Sciences, 118(10), e2021726118. [38] Kardes, F. R., & Cronley, P. M. L. (2004). Consumer inference: A review of processes, bases, and judgment contexts.Journal of Consumer Psychology, 14(3), 230-256. [39] Kramer T., Irmak C., Block L. G., & Ilyuk V. (2012). The effect of a no-pain, no-gain lay theory on product efficacy perceptions.Marketing Letters, 23(3), 517-529. [40] Lee S. Y., Hwang H., Hawkins R., & Pingree S. (2008). Interplay of negative emotion and health self-efficacy on the use of health information and its outcomes.Communication Research, 35(3), 358-381. [41] Mead J.,A. Richerson,R. (2018). Package color saturation and food healthfulness perceptions.Journal of Business Research, 82, 10-18. [42] Mourali, M., & Yang, Z. (2023). Misperception of multiple risks in medical decision-making. [43] Nielsen-Bohlman, L., Panzer, A. M., & Kindig, D. A. (2004). The extent and associations of limited health literacy. In Health literacy: A prescription to end confusion (Chapter 3, pp. 59-70). National Academies Press (US). [44] Noordraven E. L., Wierdsma A. I., Blanken P., Bloemendaal A. F., Staring A. B., & Mulder C. L. (2017). Financial incentives for improving adherence to maintenance treatment in patients with psychotic disorders (Money for Medication): A multicentre, open-label, randomised controlled trial.The Lancet Psychiatry, 4(3), 199-207. [45] Prochaska, J. O., & DiClemente, C. C. (1983). Stages and processes of self-change of smoking: Toward an integrative model of change.Journal of Consulting and Clinical Psychology, 51(3), 390-395. [46] Reuter T., Ziegelmann J. P., Wiedemann A. U., Lippke S., Schüz B., & Aiken L. S. (2010). Planning bridges the intention-behaviour gap: Age makes a difference and strategy use explains why. Psychology and Health, 25(7), 873-887. [47] Rich A., Brandes K., Mullan B., & Hagger M. S. (2015). Theory of planned behavior and adherence in chronic illness: A meta-analysis. Journal of Behavioral Medicine, 38, 673-688. [48] Rogers, R. W. (1983). Cognitive and physiological processes in fear appeals and attitude change: A revised theory of protection motivation. In B. L. Cacioppo & L. L. Petty (Eds.), [49] Roullet, B., & Droulers, O. (2005). [50] Samper, A., & Schwartz, J. A. (2013). Price inferences for sacred versus secular goods: Changing the price of medicine influences perceived health risk.Journal of Consumer Research, 39(6), 1343-1358. [51] Santo K., Singleton A., Rogers K., Thiagalingam A., Chalmers J., Chow C. K., & Redfern J. (2019). Medication reminder applications to improve adherence in coronary heart disease: A randomised clinical trial.Heart, 105(4), 323-329. [52] Scholz U., Klaghofer R., Dux R., Roellin M., Boehler A., Muellhaupt B., .. Goetzmann L. (2012). Predicting intentions and adherence behavior in the context of organ transplantation: Gender differences of provided social support. Journal of Psychosomatic Research, 72(3), 214-219. [53] Schüz B., Sniehotta F. F., & Schwarzer R. (2007). Stage-specific effects of an action control intervention on dental flossing.Health Education Research, 22(3), 332-341. [54] Schüz B., Sniehotta F. F., Mallach N., Wiedemann A. U., & Schwarzer R. (2009). Predicting transitions from preintentional, intentional and actional stages of change.Health Education Research, 24(1), 64-75. [55] Schwarzer, R., & Luszczynska, A. (2008). How to overcome health-compromising behaviors: The health action process approach.European Psychologist, 13(2), 141-151. [56] Schwarzer R.,& Luszczynska, A. (2005). Social cognitive theory. In M. Conner, & P. Norman (Eds.), Predicting Health Behaviour (2nd Ed., pp. 127-169). Buckingham, UK: Open University Press. [57] Schwarzer, R. (2008a). Modeling health behavior change: How to predict and modify the adoption and maintenance of health behaviors.Applied Psychology, 57(1), 1-29. [58] Schwarzer, R. (2008b). Some burning issues in research on health behavior change.Applied Psychology: An International Review, 57(1), 84-93. [59] Seiders K., Flynn A. G., Berry L. L., & Haws K. L. (2015). Motivating customers to adhere to expert advice in professional services: A medical service context. Journal of Service Research, 18(1), 39-58. [60] Sheeran, P. (2002). Intention—behavior relations: A conceptual and empirical review. [61] Sheeran, P., & Abraham, C. (2003). Mediator of moderators: Temporal stability of intention and the intention-behavior relation. [62] Shen M., Gao S., & Wang H. (2023). The effect of social crowding on self‐perceived health risks in healthcare services. [63] Shi Z., Liu X., & Srinivasan K. (2022). Hype news diffusion and risk of misinformation: The Oz effect in health care. [64] Siegrist, M., & Árvai, J. (2020). Risk perception: Reflections on 40 years of research.Risk Analysis: An International Journal, 40(1), 2191-2206. [65] Snell L., White L., & Dagger T. (2014). A socio-cognitive approach to customer adherence in health care.European Journal of Marketing, 48(3/4), 496-521. [66] Song, H., & Schwarz, N. (2009). If it’s difficult to pronounce, it must be risky: Fluency, familiarity, and risk perception.Psychological Science, 20(2), 135-138. [67] Steffel M., Williams E. F., & Carney S. (2022). Empowering consumers to engage with health decisions: Making medical choices feel easy increases patient participation. [68] Tabi K., Randhawa A. S., Choi F., Mithani Z., Albers F., Schnieder M., … Krausz M. (2019). Mobile apps for medication management: Review and analysis. JMIR MHealth and UHealth, 7(9), e13608. [69] Tian M., Kaufman D. W., Shiffman S., & Arora N. (2023). EXPRESS: Over-the-counter drug consumption: How consumers deviate from label instructions. [70] Tversky, A., & Kahneman, D. (1974). Judgment under Uncertainty: Heuristics and Biases: Biases in judgments reveal some heuristics of thinking under uncertainty. [71] Vervloet M., Linn A. J., van Weert J. C., De Bakker D. H., Bouvy M. L., & Van Dijk L. (2012). The effectiveness of interventions using electronic reminders to improve adherence to chronic medication: A systematic review of the literature.Journal of the American Medical Informatics Association, 19(5), 696-704. [72] Wang, H. S., & Yim, C. K. (2019). Effects of dominance transitions on advice adherence in professional service conversations. [73] Wang L., Touré-Tillery M., & McGill A. L. (2023). The effect of disease anthropomorphism on compliance with health recommendations.Journal of the Academy of Marketing Science, 51(2), 266-285. [74] Wang P., Sun L., Zhang L., & Niraj R. (2021). Reference points in consumer choice models: A review and future research agenda.International Journal of Consumer Studies, 45(5), 985-1006. [75] Wang W., Keh H. T., & Bolton L. E. (2010). Lay theories of medicine and a healthy lifestyle. Journal of Consumer Research, 37(1), 80-97. [76] Weinstein, N. D. (1993). Testing four competing theories of health-protective behavior. [77] Weinstein N. D., Rothman A. J., & Sutton S. R. (1998). Stage theories of health behavior: Conceptual and methodological issues. [78] Wittkowski K., Klein J. F., Falk T., Schepers J. J., Aspara J., & Bergner K. N. (2020). What gets measured gets done: Can self-tracking technologies enhance advice compliance?.Journal of Service Research, 23(3), 281-298. [79] Wosinska, M. (2005). Direct-to-consumer advertising and drug therapy compliance.Journal of Marketing Research, 42(3), 323-332. [80] Yan, D., Sengupta, J. (2013). The influence of base rate and case information on health-risk perceptions: A Unified model of self-positivity and self-negativity.Journal of Consumer Research, 39(5), 931-946. |
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