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The willingness to pay for in vitro fertilization-related information and its attributes: a cross-sectional study in Israel

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Abstract

Market failure is defined by the departure from a Pareto-optimal equilibrium, in which no individuals could be made better off without making some other individual or individuals’ worse off. In health care there are many causes of market failure which weaken the efficiency of the health management system. Among these are incomplete information and information asymmetry between information providers and consumers. There is scant extant literature on the empirical valuation of health related information. The objective of this study is to measure the willingness-to-pay (WTP) for in vitro fertilization (IVF) treatment-related information and its attributes, and to analyse the factors affecting WTP, because of the apparent problems in providing information and the absence of specific guidelines for Israeli health care providers regarding IVF-related information, caused by limited time and resources, making it difficult for medical providers to interact adequately with IVF patients. There is a need for changes in government and health care policy in order to deal with these market failures. The study employed contingent valuation (CV) using the WTP technique as the method of economic evaluation. This method shows stated individual preferences as derived from direct responses to hypothetical questions. The empirical results are based on surveys of two Israeli population groups: patients undergoing IVF treatments in public health units and the general public. IVF patients and the general public value IVF-related information and reveal a positive WTP for it. The average WTP for IVF-related information amongst IVF patients is US$437.02, whereas for the general public it is US$546.56. In the Israeli health market, IVF-related information is not fully circulated by providers to their patients, although this information is valued by IVF patients and the general public. The market and policy failures present in the health care market in Israel should be addressed. The failure of the Israeli health care market to supply adequate IVF-related information constitutes the basis for rationalizing government intervention in market allocations of health goods and services. Administrators must recognize the necessity of providing information with respect to treatment options, treatment cycle success rates, possible side effects, clinical processes treatment costs, etc., since it is an important factor in the individual’s utility function. Government intervention should include direct and indirect regulations. The study addresses some of the biases commonly associated with CV methodology—the existence of embedding effects.

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Notes

  1. Individuals who have failed to conceive for a year or more and received the approval of a committee of experts for the IVF treatment; IVF patients from public IVF units in public hospitals in Israel; infertile couples, who had undergone in the past, or were currently undergoing IVF treatment. According to the Israeli regulations, IVF is indicated for unexplained infertility, endometriosis, mechanical infertility, male infertility and other indications that are accepted in the medical literature. It is imperative to point out that IVF treatments are approved only after other medical treatments failed and a professional committee has approved this procedure.

  2. Four large cities in four major population regions in Israel: Tel Aviv, Jerusalem, Haifa, and Beer Sheba.

  3. The term 'religious' refers to Jews who follow the traditional Jewish religion.

  4. The term 'secular' is not strictly defined and it can mean either "not religious" or "convinced atheists".

  5. The term 'traditional' covers a wide range of ideologies and levels of observance, and is based on self-definition.

  6. Genderi indicates male or female; Agei indicates respondents’ age; Educationi indicates respondents’ education; Personal Incomei indicates respondents’ personal income; Household Incomei indicates respondents’ household income; Religious Observancei indicates respondents’ degree of religious observance; No. Children not from IVFi indicates respondents’ number of children not from IVF; No. Children from IVFi indicates respondents’ number of children from IVF; Employment Statusi indicates the respondents’ employment Status; Marriedi indicates respondents’ marital status and Interaction Variablei indicates interaction variable.

  7. Genderi indicates male or female; Agei indicates respondents’ age; Educationi indicates respondents’ education; Personal Incomei indicates respondents’ personal income; Household Incomei indicates respondents’ household income; Religious Observancei indicates respondents’ degree of religious observance; No. Children not from IVFi indicates respondents’ number of children not from IVF; No. Children from IVFi indicates respondents’ number of children from IVF; Employment Statusi indicates the respondents’ employment Status and Marriedi indicates respondents’ marital status; Cause of Infertilityi indicates The cause of infertility; Medical Phasei indicates medical phase; Emotional Statei indicates respondents’ emotional state; Numi indicates number of fertility treatments and Interaction Variablei indicates interaction variable.

    .

References

  • Aboody, D., Lev, B.: Information asymmetry ‘R&D’ and insider gains. J. Finance 55, 2747–2766 (2000)

    Article  Google Scholar 

  • Akerlof, G.A.: The market for ‘lemons’: quality uncertainty and the market mechanism. Q. J. Econ. 84, 488–500 (1970)

    Article  Google Scholar 

  • Arrow, K.J.: Uncertainty and the welfare economics of medical care. Am. Econ. Rev. 53, 941–973 (1963)

    Google Scholar 

  • Arrow, K., Solow, R., Portney, P.R., Leamer, E.E., Radner, R., Schuman, H.: Report of the NOAA panel on contingent valuation. Fed. Reg. 58, 4601–4614 (1993)

    Google Scholar 

  • Baron, J.: Biases in the quantitative measurement of values for public decisions. Psychol. Bull. 122, 72–88 (1997)

    Article  Google Scholar 

  • Basu, R.: Willingness-to-pay to prevent Alzheimer’s disease: a contingent valuation approach. Int. J. Health Care Finance Econ. 13, 233–245 (2013)

    Article  PubMed  Google Scholar 

  • Bawden, D.: The shifting terminologies of information. Aslib. Proc. 53, 93–98 (1965)

    Article  Google Scholar 

  • Birenbaum-Carmeli, D.: Reproductive policy in context: implications on women’s rights in Israel, 1945–2000. Policy Stud. 24, 101–113 (2003)

    Article  Google Scholar 

  • Birenbaum-Carmeli, D.: ‘Cheaper than a newcomer’: on the social production of IVF policy in Israel. Sociol. Health Ill. 26, 897–924 (2004)

    Article  Google Scholar 

  • Bridges, J.F., Hauber, A.B., Marshall, D., et al.: Conjoint analysis applications in health—a checklist: a report of the ISPOR Good Research Practices for Conjoint Analysis Task Force. Value Health 14, 403–413 (2011)

    Article  PubMed  Google Scholar 

  • Bourdieu, P.: On the family as realized category. Theor. Cult. Soc. 13, 19–26 (1996)

    Article  Google Scholar 

  • Brown, T.C., Duffield, J.W.: Testing part-whole valuation effects in contingent valuation of instream flow protection. Water Resour. Res. 31, 2341–2351 (1995)

    Article  Google Scholar 

  • Carson, R.T., Mitchell, R.C.: Sequencing and nesting in contingent valuation surveys. J. Environ. Econ. Manag. 28, 155–173 (1995)

    Article  Google Scholar 

  • Carson, R.T., Wright, J., Alberini, A., Carson, N., Flores, N.: A Bibliography of Contingent Valuation Studies and Papers. Natural Resource Damage Assessment, La Jolla (1994)

    Google Scholar 

  • Carter, M.P.: The valuing of management information. Part I: Bayesian approach. J. Inf. Sci. 10, 1–9 (1985)

    Article  Google Scholar 

  • Chambers, G.M., Sullivan, E.A., Ishihara, O., Chapman, M.G., Adamson, G.D.: The economic impact of assisted reproductive technology: a review of selected developed countries. Fertil. Steril. 91, 2281–2294 (2009)

    Article  PubMed  Google Scholar 

  • Chambers, G.M., Adamson, G.D., Eijkemans, J.C.: Acceptable cost for the patient and society. Fertil. Steril. 100, 319–327 (2013)

    Article  PubMed  Google Scholar 

  • Collins, J.: An international survey of the health economics of IVF and ICSI. Hum. Reprod. Update 8, 265–277 (2002)

    Article  PubMed  Google Scholar 

  • Cummings, R.G., Brookshire, D.S., Schulze, W.D.: Valuing Environmental Goods: An Assessment of the Contingent Valuation Method. Rowman & Allanheld Publishers, Totowa (1986)

    Google Scholar 

  • Damschroder, L.J., Ubel, P.A., Zikmund-Fisher, B.J., Kim, S.Y., Johri, M.: A randomized trial of a web-based deliberation exercise: improving the quality of healthcare allocation preference surveys. Paper presented at the The 27th Annual Meeting of the Society for Medical Decision Making (2005)

  • David, P.A.: Clio and the economics of QWERTY. Am. Econ. Rev. 75, 332–337 (1985)

    Google Scholar 

  • David, P.A.: Path dependence and the quest for historical economics: one more chorus of the ballad of QWERTY. University of Oxford Discussion Paper in Economic and Social History: 20 (1997)

  • Delquié, P.: Valuing information and options: an experimental study. J. Behav. Decis. Making 21, 91–109 (2008)

    Article  Google Scholar 

  • Devlin, N., Parkin, D.: Funding fertility: issues in the allocation and distribution of resources to assisted reproduction technologies. Hum. Ferti. 6, S2–S6 (2003). doi:10.1080/1464770312331369153

    Article  Google Scholar 

  • Demski, J.S.: Basic ideas in the economic analysis of information first lecture. In: Lobo, G., Maher, M. (eds.) Information Economics and Accounting Research, pp. 3–21. The University of Michigan, Ann Arbor (1980)

    Google Scholar 

  • Desvousges, W.H., Johnson, F.R., Dunford, R.W., Hudson, S.P., Wilson, K.N., Boyle, K.J.: Measuring non-use damages using contingent valuation: An experimental evaluation of accuracy. Research Triangle Institute Monograph, Research Triangle Park (1992)

    Google Scholar 

  • Diamond, P.A., et al.: Does contingent valuation measure preferences? Experimental evidence. In: Hausman, J.A. (ed.) Contingent Valuation: A Critical Assessment. North Holland Press, Amsterdam (1993)

    Google Scholar 

  • Diamond, P.A., Hausman, J.A.: Contingent valuation: is some number better than no number? J. Econ. Perspect. 8, 45–64 (1994)

    Article  Google Scholar 

  • Diener, A., O’Brien, B., Gafni, A.: Health care contingent valuation studies: a review and classification of the literature. Health Econ. 7, 313–326 (1998)

    Article  CAS  PubMed  Google Scholar 

  • Dinar, A.: Extension commercialization: how much to charge for extension services. Am. J. Agric. Econ. 78, 1–12 (1996)

    Article  Google Scholar 

  • Donaldson, C., Thomas, R., Torgerson, D.J.: Validity of open-ended and payment scale approaches to eliciting willingness to pay. Appl. Econ. 29, 79–84 (1997)

    Article  Google Scholar 

  • Donath, O.: Making a Choice: Being Child-Free in Israel. Miskal-Yedioth Ahronoth Books, Tel-Aviv (2011)

    Google Scholar 

  • Eaton, J.J., Bawden, D.: What kind of resource is information? Int. J. Inf. Manag. 11, 156–165 (1991)

    Article  Google Scholar 

  • Evans, R.G.: Strained Mercy. The Economics of Canadian Health Care Toronto. Butterworths, New York (1984)

    Google Scholar 

  • Gigerenzer, G., Goldstein, D.G.: Reasoning the fast and frugal way: models of bounded rationality. Psychol. Rev. 103, 650–669 (1996)

    Article  CAS  PubMed  Google Scholar 

  • Gonen, L.D.: Social and private benefits of assisted reproductive technology: a national survey-based evaluation in Israel. J. Comp. Eff. Res. 5, 49–63 (2016)

    Article  PubMed  Google Scholar 

  • Hanemann, W.M.: Valuing the environment through contingent valuation. J. Econ. Perspect. 8, 9–43 (1994)

    Article  Google Scholar 

  • Haas-Wilson, D.: Arrow and the information market failure in health care: the changing content and sources of health care information. J. Health Polit. Policy Law 26(5), 1031–1044 (2001)

    Article  CAS  PubMed  Google Scholar 

  • Hirshleifer, J.: Economics of information: Where are we in the theory of information? Am. Econ. Rev. 63, 31–39 (1973)

    Google Scholar 

  • Hoehn, J.P.: Valuing multidimensional impacts of environmental policy: theory and methods. Am. J. Agr. Econ. 73, 289–299 (1991)

    Article  Google Scholar 

  • Hoehn, J.P., Loomis, J.: Substitution effects in the valuation of multiple environmental programs. J. Environ. Econ. Manag. 25, 56–75 (1993)

    Article  Google Scholar 

  • Holloway, G.J., Ehui, S.K.: Demand, supply and willingness-to-pay for extension services in an emerging-market. Am. J. Agric. Econ. 83, 764–768 (2001)

    Article  Google Scholar 

  • Horna, D.J., Smale, M., Von Open, M.: Farmer willingness to pay for seed-related information: rice varieties in Nigeria and Benin. Environ. Dev. Eco. 12, 799–825 (2007)

    Google Scholar 

  • Johannesson, M.: Theory and Methods of Economic Evaluation of Health Care. Kluwer Academic Publishers, Amsterdam (1996)

    Book  Google Scholar 

  • Kahneman, D.: A different approach to health state valuation. Value. Health 12, s16–s17 (2009)

    Article  Google Scholar 

  • Kahneman, D., Knetsch, J.L.: Valuing public goods: the purchase of moral satisfaction. J. Environ. Econ. Manag. 22, 57–70 (1992)

    Article  Google Scholar 

  • Kahneman, D., Ritov, I.: Determinants of stated willingness to pay for public goods: a study in the headline method. J. Risk Uncertain. 9, 5–38 (1994)

    Article  Google Scholar 

  • Kahneman, D., Ritov, I., Schkade, D.A.: Economic preferences or attitude expressions? An analysis of dollar responses to public issues. J. Risk Uncertain. 19, 203–235 (1999)

    Article  Google Scholar 

  • Katz, R., Lavee, Y.: Families in Israel. In: Adams, B., Trost, J. (eds.) Handbook of World Families. Sage, Newbury Park (2004)

    Google Scholar 

  • Kahneman, D., Tversky, A.: Psychology of prediction. Psychol. Rev. 80, 237–251 (1973)

    Article  Google Scholar 

  • Kerr, N.L., Bruun, S.E.: The dispensability of member, effort and group motivation losses: free rider effects. J. Pers. Soc. Psychol. 44, 78–94 (1983)

    Article  Google Scholar 

  • Klose, T.: The contingent valuation method in health care. Health Policy 47, 97–123 (1999)

    Article  CAS  PubMed  Google Scholar 

  • Koerkamp, B.G., Spronk, S., Spronk, T., Hunink, M.G.: Value of information analyses of economic randomized controlled trials: the treatment of intermittent claudication. Value Health 13, 242–250 (2010)

    Article  Google Scholar 

  • Kraai, V.J., Garnefski, N., Schroevers, M.J.: Coping, goal adjustment, and positive and negative affect in definitive infertility. J. Health. Psychol. 14, 18–26 (2009)

    Article  Google Scholar 

  • Lancaster, K.: A new approach to consumer theory. J. Polit. Econ. 74, 132–157 (1966)

    Article  Google Scholar 

  • Lancaster, K.: Consumers demand. Columbia University Press, New York (1971)

    Google Scholar 

  • Leydon, G.M., Boulton, M., Moynihan, C., Jones, A., Mossman, J., Boudioni, M., McPherson, K.: Cancer patients’ information needs and information seeking behaviour: in depth interview study. BMJ 320(320), 909–913 (2000)

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Liao, C.H., Liu, J.T., Pwu, R.F., You, S.L., Chow, I., Tang, C.H.: Valuation of the economic benefits of human papilloma virus vaccine in Taiwan. Value Health 12, S74–S77 (2009)

    Article  PubMed  Google Scholar 

  • Loomis, J., Lockwood, M., DeLacy, T.: Some empirical evidence on embedding effects in contingent valuation of forest protection. J. Environ. Econ. Manag. 24, 44–55 (1993)

    Google Scholar 

  • Machlup, F.: Knowledge: Its Creation, Distribution, and Economic Significance. Volume I. Knowledge and Knowledge Production. Princeton University Press, Princeton (1980)

    Google Scholar 

  • Meyer, R.J., Shi, Y.: Sequential choice under ambiguity: intuitive solutions to the armed-bandit problem. Manag. Sci. 41, 817–834 (1995)

    Article  Google Scholar 

  • Milgrom, P., Roberts, J.: Informational asymmetries, strategic behaviour, and industrial organization. Am. Econ. Rev. 77, 184–193 (1978)

    Google Scholar 

  • Mitchell, R.C., Carson, R.T.: Using surveys to value public goods: the contingent valuation method. Resources for the Future, Washington (1989)

    Google Scholar 

  • Mooney, G.: Economics, Medicine and Health Care, 3rd edn. Prentice Hall, England (2003)

    Google Scholar 

  • Neumann, P.J., Johannesson, M.: The willingness to pay for in vitro fertilization: a pilot study using contingent valuation. Med. Care 32, 686–699 (1994)

    Article  CAS  PubMed  Google Scholar 

  • Nocella, G., Donato, R., Gianluca, S.: Consumers’ attitudes, trust and willingness to pay for food information. Int. J. Consum. Stud. 38, 153–165 (2014)

    Article  Google Scholar 

  • Granberg, M., Wikland, M., Nilsson, L.: Couple’s willingness to pay for IVF/ET. Acta Obstet. Gynecol. Scand. 74, 199–202 (1995)

    Article  CAS  PubMed  Google Scholar 

  • O’Brien, B., Gafni, A.: When do the “dollars” make sense? Toward a conceptual framework for contingent valuation studies in health care. Med. Decis. Mak. 16, 288–299 (1996)

    Article  Google Scholar 

  • O’Brien, B.J., Viramontes, J.L.: Willingness to pay: a valid and reliable measure of health state preference. Med. Decis. Mak. 14, 289–297 (1993)

    Article  Google Scholar 

  • Olsen, J.A., Donaldson, C.: Helicopters, hearts and hips; using willingness to pay to set priorities for public sector health care programs. Soc. Sci. Med. 46, 1–12 (1998)

    Article  CAS  PubMed  Google Scholar 

  • Olsen, J.A., Smith, R.D.: Theory versus practice: a review of “willingness-to-pay” in health and health care. Health Econ. 10, 39–52 (2001)

    Article  CAS  PubMed  Google Scholar 

  • Olson, M.: The logic of collective action: public goods and the theory of groups. Harvard Business School Press, Boston (1965)

    Google Scholar 

  • Palumbo, A., De La Fuente, P., Rodriguez, M., Sanchez, F., Martinez-Salazar, J., Munoz, M., Marqueta, J., Hernandez, J., Espallardo, O., Polanco, C., Paz, S., Lizan, L.: Willingness to pay and conjoint analysis to determine women’s preferences for ovarian stimulating hormones in the treatment of infertility in Spain. Hum. Reprod. 26, 1790–1798 (2011)

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Pinder, R.: The Management of Chronic Illness. Macmillan, London (1990)

    Book  Google Scholar 

  • Protière, C., Donaldson, C., Luchinib, S., Moattia, J.P., Shackley, P.: The impact of information on non-health attributes on willingness to pay for multiple health care programmes. Soc. Sci. Med. 58, 1257–1269 (2004)

    Article  PubMed  Google Scholar 

  • Raban, D.R., Rafaeli, S.: The effect of source nature and status on the subjective value of information. J. Am. Soc. Inf. Sci. Technol. 57, 321–329 (2006)

    Article  Google Scholar 

  • Rauchs, A., Willinger, M.: Experimental evidence on the irreversibility effect. Theor. Decis. 40, 51–78 (1996)

    Article  Google Scholar 

  • Rice, T.: The Economics of Health Reconsidered. Health Administration Press, Chicago (1998)

    Google Scholar 

  • Rötheli, T.F.: Acquisition of costly information: an experimental study. J. Econ. Behav. Organ. 46, 193–208 (2001)

    Article  Google Scholar 

  • Ryan, M.: Using economics to assess the benefits of assisted reproductive techniques. Health Economics Research Unit Discussion Paper 04/94 Aberdeen (1994)

  • Ryan, M.: Using the closed ended willingness to pay technique to establish arguments in the infertile persons’ utility function. Health Economics Research Unit Discussion Paper 04/94. Departments of Public Health and Economics, University of Aberdeen, Aberdeen (1995)

  • Ryan, M.: Using willingness to pay to assess the benefits of assisted reproductive techniques. Health Econ. 5, 543–558 (1996)

    Article  CAS  PubMed  Google Scholar 

  • Ryan, M.: Should government fund assisted reproductive techniques? A study using willingness to pay. Appl. Econ. 29, 841–849 (1997)

    Article  Google Scholar 

  • Ryan, M.: Valuing psychological factors in the provision of assistedreproductive techniques using the economic instrument of willingness to pay. J. Econ. Psychol. 19, 179–204 (1998)

    Article  Google Scholar 

  • Sakalaki, M., Kazi, S.: How much is information worth? Willingness to pay for expert and non-expert informational goods compared to material goods in lay economic thinking. J. Inf. Sci. 33, 315–325 (2007)

    Article  Google Scholar 

  • Schoemaker, P.: Preferences for information on probabilities versus prizes: the role of risk-taking attitudes. J. Risk Uncertain. 2, 37–60 (1989)

    Article  Google Scholar 

  • Shapiro, C., Hal, R.V.: Information Rules: A Strategic Guide to the Network Economy. Harvard Business School Press, Boston (1998)

    Google Scholar 

  • Smith, R.D.: The discrete-choice willingness-to-pay question format in health economics: Should we adopt environmental guidelines? Med. Decis. Mak. 20, 194–206 (2000)

    Article  CAS  Google Scholar 

  • Smith, R.D.: Construction of the contingent valuation market in health care: a critical assessment. Health Econ. 12, 609–628 (2003)

    Article  PubMed  Google Scholar 

  • Spiegel, U., Gonen, L.D., Templeman, J.: Economic implications of in vitro fertilization using willingness to pay. J. Public Health 21, 535–557 (2013)

    Article  Google Scholar 

  • Stigler, G.J.: The economics of information. J. Polit. Econ. 69, 213–225 (1961)

    Article  Google Scholar 

  • Sterner, T.: Policy Instruments for Environmental and Natural Resource Management. Resources for the Future Press, Washington (2003)

    Google Scholar 

  • Stiglitz, J.E.: Credit rationing in markets with imperfect information. Am. Econ. Rev. 77, 228–231 (1981)

    Google Scholar 

  • Stiglitz, J.E.: Theories of wage rigidity. NBER Working Paper 1442 (1984)

  • Stiglitz, J.E.: The contributions of the economics of information to twentieth century economics. Q. J. Econ. 115, 1441–1478 (2000)

    Article  Google Scholar 

  • Sulaiman, R., Sadamate, V.V.: Privatising Agricultural Extension in India. National Centre for Agricultural Economics and Policy Research (NCAP), New Delhi (2000)

    Google Scholar 

  • Thi Ngoc, N., Norimichi, T., Thi, H.T.: Improved air quality-willingness to pay. Environ. Policy Law 45, 40–45 (2015)

    Google Scholar 

  • Todd, P.M., Gigerenzer, G.: Bounding rationality to the world. J. Econ. Psychol. 24, 143–165 (2003)

    Article  Google Scholar 

  • Tversky, A., Kahneman, D.: Judgement under uncertainty, heuristics and biases. Science 185, 1124–1131 (1974)

    Article  CAS  PubMed  Google Scholar 

  • Venkatachalam, L.: The contingent valuation method: a review. Environ. Impact Assess. 24, 89–124 (2004)

    Article  Google Scholar 

  • Venkatesh, P.C., Chiang, R.: Information asymmetry and the dealer’s bid-ask spread: a case study of earnings and dividend announcements. J. Finance 41, 1089–1102 (1986)

    Article  Google Scholar 

  • Watson, D., Clark, L.A.: Development and validation of brief measures of positive and negative affect: the PANAS Scales. Pers. Soc. Psychol. 54, 1063–1070 (1988)

    Article  CAS  Google Scholar 

  • Watts, J.J., Segal, L.: Market failure, policy failure and other distortions in chronic disease markets. BMC. Health. Serv. Res. 9, 102 (2009)

    Article  PubMed  PubMed Central  Google Scholar 

  • Whynes, D.K., Frew, E.J., Wolstenholme, J.L.: Willingness-to-pay and demand curves: a comparison of results obtained using different elicitation formats. Int. J. Health Care Finance Econ. 5, 369–386 (2005)

    Article  PubMed  Google Scholar 

  • Williamson, O.E.: Franchise bidding for natural monopolies—in general and with respect to CATV. Bell J. Econ. 7, 73–104 (1976)

    Article  Google Scholar 

  • Wilson, T.D., Ford, N., Ellis, D., Foster, A., Spink, A.: Information seeking and mediated searching. Part 2. Uncertainty and its correlates. J. Am. Soc. Inf. Sci. Technol. 53, 704–715 (2002)

    Article  Google Scholar 

  • Yazdizadeh, B., Majdzadeh, R., Salmasian, H.: Systematic review of methods for evaluating healthcare research economic impact. Health Res. Policy Syst. 8, 6 (2010)

    Article  PubMed  PubMed Central  Google Scholar 

Download references

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Gonen, L.D. The willingness to pay for in vitro fertilization-related information and its attributes: a cross-sectional study in Israel. Health Serv Outcomes Res Method 17, 56–83 (2017). https://doi.org/10.1007/s10742-016-0148-6

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