Literature DB >> 20228281

Choice set size and decision making: the case of Medicare Part D prescription drug plans.

M Kate Bundorf1, Helena Szrek.   

Abstract

BACKGROUND: The impact of choice on consumer decision making is controversial in US health policy.
OBJECTIVE: The authors' objective was to determine how choice set size influences decision making among Medicare beneficiaries choosing prescription drug plans.
METHODS: The authors randomly assigned members of an Internet-enabled panel age 65 and older to sets of prescription drug plans of varying sizes (2, 5, 10, and 16) and asked them to choose a plan. Respondents answered questions about the plan they chose, the choice set, and the decision process. The authors used ordered probit models to estimate the effect of choice set size on the study outcomes.
RESULTS: Both the benefits of choice, measured by whether the chosen plan is close to the ideal plan, and the costs, measured by whether the respondent found decision making difficult, increased with choice set size. Choice set size was not associated with the probability of enrolling in any plan.
CONCLUSIONS: Medicare beneficiaries face a tension between not wanting to choose from too many options and feeling happier with an outcome when they have more alternatives. Interventions that reduce cognitive costs when choice sets are large may make this program more attractive to beneficiaries.

Entities:  

Mesh:

Year:  2010        PMID: 20228281      PMCID: PMC3774274          DOI: 10.1177/0272989X09357793

Source DB:  PubMed          Journal:  Med Decis Making        ISSN: 0272-989X            Impact factor:   2.583


  13 in total

1.  Is the informed-choice policy approach appropriate for Medicare beneficiaries?

Authors:  J H Hibbard; P Slovic; E Peters; M L Finucane; M Tusler
Journal:  Health Aff (Millwood)       Date:  2001 May-Jun       Impact factor: 6.301

2.  The psychological pleasure and pain of choosing: when people prefer choosing at the cost of subsequent outcome satisfaction.

Authors:  Simona Botti; Sheena S Lyengar
Journal:  J Pers Soc Psychol       Date:  2004-09

3.  Promise and perils for patients and physicians.

Authors:  Richard L Kravitz; Sophia Chang
Journal:  N Engl J Med       Date:  2005-12-29       Impact factor: 91.245

4.  A prescription for a modern Medicare program.

Authors:  Peter B Bach; Mark B McClellan
Journal:  N Engl J Med       Date:  2005-12-29       Impact factor: 91.245

5.  Who failed to enroll in Medicare Part D, and why? Early results.

Authors:  Florian Heiss; Daniel McFadden; Joachim Winter
Journal:  Health Aff (Millwood)       Date:  2006-08-01       Impact factor: 6.301

6.  Buying behavior as a function of parametric variation of number of choices.

Authors:  Avni M Shah; George Wolford
Journal:  Psychol Sci       Date:  2007-05

7.  Doing better but feeling worse. Looking for the "best" job undermines satisfaction.

Authors:  Sheena S Iyengar; Rachael E Wells; Barry Schwartz
Journal:  Psychol Sci       Date:  2006-02

8.  Can Medicare beneficiaries make informed choices?

Authors:  J H Hibbard; J J Jewett; S Engelmann; M Tusler
Journal:  Health Aff (Millwood)       Date:  1998 Nov-Dec       Impact factor: 6.301

9.  Reason-based choice.

Authors:  E Shafir; I Simonson; A Tversky
Journal:  Cognition       Date:  1993 Oct-Nov

10.  When choice is demotivating: can one desire too much of a good thing?

Authors:  S S Iyengar; M R Lepper
Journal:  J Pers Soc Psychol       Date:  2000-12
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  14 in total

1.  Health insurance coverage and take-up: lessons from behavioral economics.

Authors:  Katherine Baicker; William J Congdon; Sendhil Mullainathan
Journal:  Milbank Q       Date:  2012-03       Impact factor: 4.911

2.  The Roles of Cost and Quality Information in Medicare Advantage Plan Enrollment Decisions: an Observational Study.

Authors:  Rachel O Reid; Partha Deb; Benjamin L Howell; Patrick H Conway; William H Shrank
Journal:  J Gen Intern Med       Date:  2015-08-18       Impact factor: 5.128

3.  Complexity, public reporting, and choice of doctors: a look inside the blackest box of consumer behavior.

Authors:  Mark Schlesinger; David E Kanouse; Steven C Martino; Dale Shaller; Lise Rybowski
Journal:  Med Care Res Rev       Date:  2013-09-01       Impact factor: 3.929

4.  Choosing the right medicare prescription drug plan: the effect of age, strategy selection, and choice set size.

Authors:  Yaniv Hanoch; Stacey Wood; Andrew Barnes; Pi-Ju Liu; Thomas Rice
Journal:  Health Psychol       Date:  2011-05-23       Impact factor: 4.267

5.  A Randomized Trial of Expanding Choice Sets to Motivate Advance Directive Completion.

Authors:  Katherine R Courtright; Vanessa Madden; Nicole B Gabler; Elizabeth Cooney; Jennifer Kim; Nicole Herbst; Lauren Burgoon; Jennifer Whealdon; Laura M Dember; Scott D Halpern
Journal:  Med Decis Making       Date:  2016-08-10       Impact factor: 2.583

6.  Enrollment in prescription drug insurance: the interaction of numeracy and choice set size.

Authors:  Helena Szrek; M Kate Bundorf
Journal:  Health Psychol       Date:  2013-06-24       Impact factor: 4.267

7.  Comparison friction: experimental evidence from medicare drug plans.

Authors:  Jeffrey R Kling; Sendhil Mullainathan; Eldar Shafir; Lee C Vermeulen; Marian V Wrobel
Journal:  Q J Econ       Date:  2012

8.  Age and the purchase of prescription drug insurance by older adults.

Authors:  Helena Szrek; M Kate Bundorf
Journal:  Psychol Aging       Date:  2011-06

9.  Information overload or search-amplified risk? Set size and order effects on decisions from experience.

Authors:  Thomas T Hills; Takao Noguchi; Michael Gibbert
Journal:  Psychon Bull Rev       Date:  2013-10

10.  The effect of public reporting presentation on patients' decision making: An experimental survey in Yunan Province, China.

Authors:  Chenxi Liu; Yuqing Tang; Dan Wang; Xinping Zhang
Journal:  Medicine (Baltimore)       Date:  2017-06       Impact factor: 1.817

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