Non-market resource allocation and the public’s interpretation of need: an empirical investigation in the context of health care

The concept of need is central to the non-market allocation of many public resources, although the definition of need to serve as a basis for such resource allocation often remains contested. This study uses a discrete-choice experiment to investigate the general public’s interpretation of need in the context of health care resource allocation, focusing on three commonly cited definitions of need: need as a person’s baseline health status; need as a person’s ability-to-benefit; and need as the amount of resources required to exhaust a person’s ability-to-benefit. Analysis of participants’ need judgments using a latent-class, rank-ordered conditional logit model reveals that most individuals draw on all three definitions when assessing need, and that here is heterogeneity in interpretations of need among the public. Baseline health status is the most influential and consistent determinant of need, while ability-to-benefit and resources-required-to-exhaust-benefit are considered jointly. However, while some assign greater need to those who are worse off in the sense that they have little ability-to-benefit and require large amounts of resources to achieve that benefit, others assign greater need to those who have greater ability-to-benefit and whose benefit can be achieved with small amounts of resources. The public’s reasoning about need contrasts sharply in a number of ways with the types of arguments offered in the literature on needs-based resource allocation.

[1]  Richard D. Smith Use, option and externality values: are contingent valuation studies in health care mis-specified? , 2007, Health economics.

[2]  C. Donaldson,et al.  Public views on principles for health care priority setting: findings of a European cross-country study using Q methodology. , 2015, Social science & medicine.

[3]  David Cameron,et al.  Judgments regarding the fair division of goods: the impact of verbal versus quantitative descriptions of alternative divisions , 2011, Soc. Choice Welf..

[4]  A. Culyer Need: the idea won't do--but we still need it. , 1995, Social science & medicine.

[5]  Linda J. Skitka,et al.  Allocating scarce resources : a contingency model of distributive justice , 1992 .

[6]  T. Hope,et al.  Health care need: three interpretations. , 2006, Journal of applied philosophy.

[7]  J. Pinto-Prades,et al.  Equity considerations in health care: the relevance of claims. , 2001, Health economics.

[8]  K. Manfreda,et al.  Web Surveys versus other Survey Modes: A Meta-Analysis Comparing Response Rates , 2008 .

[9]  N. Daniels Just Health: Meeting Health Needs Fairly , 2007 .

[10]  Paul D. Allison,et al.  Logit Models for Sets of Ranked Items , 1994 .

[11]  Robert D. Tortora,et al.  Response rate and measurement differences in mixed-mode surveys using mail, telephone, interactive voice response (IVR) and the Internet , 2009 .

[12]  F. Kuhfeld Efficient Experimental Designs Using Computerized Searches Warren , 2001 .

[13]  James Konow,et al.  Fair and square: the four sides of distributive justice , 2001 .

[14]  D. McFadden Conditional logit analysis of qualitative choice behavior , 1972 .

[15]  J. Swait,et al.  The Influence of Task Complexity on Consumer Choice: A Latent Class Model of Decision Strategy Switching , 2001 .

[16]  Anne Donchin,et al.  Just Health Care. , 1989 .

[17]  H P RECKORT,et al.  [SOCIAL JUSTICE]. , 1965, Zahnarztliche Mitteilungen.

[18]  Daniel Kahneman,et al.  Interpersonal Comparisons of Well-being: Notes on the psychology of utility , 1991 .

[19]  Jeremiah Hurley,et al.  The cost-effectiveness of cash versus lottery incentives for a web-based, stated-preference community survey , 2012, The European Journal of Health Economics.

[20]  J. Lomas,et al.  Does the community want devolved authority? Results of deliberative polling in Ontario. , 1995, CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne.

[21]  Tony Hope,et al.  An Inquiry into the Principles of Needs‐Based Allocation of Health Care , 2009, Bioethics.

[22]  Joel Huber,et al.  A General Method for Constructing Efficient Choice Designs , 1996 .

[23]  R. Luce,et al.  Individual Choice Behavior: A Theoretical Analysis. , 1960 .

[24]  A. Robertson Critical reflections on the politics of need: implications for public health. , 1998, Social science & medicine.

[25]  G. Saha Meeting the needs! , 2017, Indian journal of psychiatry.

[26]  Norman Frohlich,et al.  Choosing Justice: An Experimental Approach to Ethical Theory , 1992 .

[27]  K. Shah Severity of illness and priority setting in healthcare: a review of the literature. , 2009, Health policy.

[28]  Frans F. H. Rutten,et al.  Equity in the finance and delivery of health care : an international perspective , 1992 .

[29]  Marlies Ahlert,et al.  Thresholds, productivity, and context: an experimental study on determinants of distributive behaviour , 2013, Soc. Choice Welf..

[30]  T. Beauchamp Distributive justice. , 2019, Bioethics digest.

[31]  M. Yaari,et al.  On dividing justly , 1984 .

[32]  Praveen Thokala,et al.  PRM42 Multiple Criteria Decision Analysis for Health Technology Assessment , 2012 .

[33]  J. Boan,et al.  Strained mercy : the economics of Canadian health care , 1985 .

[34]  Jeremiah Hurley,et al.  An Overview of the Normative Economics of the Health Sector , 2000 .

[35]  Richard E. Matland,et al.  Just Deserts: An Experimental Study of Distributive Justice Norms , 2001 .

[36]  James Konow,et al.  Which Is the Fairest One of All? A Positive Analysis of Justice Theories , 2003 .

[37]  E. Schokkaert,et al.  Empirical Social Choice , 2011 .

[38]  Alexander W. Cappelen,et al.  NEEDS VERSUS ENTITLEMENTS—AN INTERNATIONAL FAIRNESS EXPERIMENT , 2013 .

[39]  A. Culyer,et al.  Equity and equality in health and health care. , 1993, Journal of health economics.

[40]  N. Juth Challenges for Principles of Need in Health Care , 2015, Health Care Analysis.

[41]  J. Hurley,et al.  A discrete choice experiment investigating preferences for funding drugs used to treat orphan diseases: an exploratory study , 2010, Health Economics, Policy and Law.

[42]  Anders Herlitz,et al.  Measuring needs for priority setting in healthcare planning and policy. , 2016, Social science & medicine.

[43]  David A. Hensher,et al.  A latent class model for discrete choice analysis: contrasts with mixed logit , 2003 .

[44]  C. Donaldson,et al.  Attributes and weights in health care priority setting: A systematic review of what counts and to what extent. , 2015, Social science & medicine.

[45]  Emily Lancsar,et al.  A Systematic Review of Stated Preference Studies Reporting Public Preferences for Healthcare Priority Setting , 2014, The Patient - Patient-Centered Outcomes Research.

[46]  K. Boulding The concept of need for health services. , 1966, The Milbank Memorial Fund quarterly.

[47]  R. Duncan Luce,et al.  Individual Choice Behavior: A Theoretical Analysis , 1979 .