IDEAS home Printed from https://ideas.repec.org/a/spr/eujhec/v13y2012i6p777-788.html
   My bibliography  Save this article

Paying informally in the Albanian health care sector: a two-tiered stochastic frontier model

Author

Listed:
  • Sonila Tomini
  • Wim Groot
  • Milena Pavlova

Abstract

Informal payments are deeply ingrained in the health care sector of most Central, Eastern and Southern European countries. Evidence suggests that the price paid informally to medical staff is negotiated either directly or indirectly between patients and medical staff. The aim of this paper is to measure the imperfect information that exists on the amount that has to be paid informally to medical staff. We measure the extent to which patients pay more than the amount medical staff expect informally and the extent to which medical staff request less than patients are willing to pay informally. A two-tiered stochastic frontier model is developed to estimate indicators of patients’ and medical staff’s imperfect information on informal payments and the effects on the amount the other party is minimally expecting or maximally willing to pay informally. The estimates are based on informal payments to medical staff in the inpatient health care sector in Albania. We use data from the Albania Living Standards Measurement Survey 2002 and 2005. The pooled samples include 707 individuals who have visited inpatient health care services in these 2 years. Our results show that medical staff has less information on the patients’ maximum willingness to pay informally than patients have on medical staff’s minimum expected amount. These estimates do not depend on categories of illnesses but on certain socio-demographic characteristics. Copyright The Author(s) 2012

Suggested Citation

  • Sonila Tomini & Wim Groot & Milena Pavlova, 2012. "Paying informally in the Albanian health care sector: a two-tiered stochastic frontier model," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 13(6), pages 777-788, December.
  • Handle: RePEc:spr:eujhec:v:13:y:2012:i:6:p:777-788
    DOI: 10.1007/s10198-011-0331-1
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s10198-011-0331-1
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s10198-011-0331-1?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Mincer, Jacob & Polachek, Solomon, 1974. "Family Investment in Human Capital: Earnings of Women," Journal of Political Economy, University of Chicago Press, vol. 82(2), pages 76-108, Part II, .
    2. Liaropoulos, Lycourgos & Siskou, Olga & Kaitelidou, Daphne & Theodorou, Mamas & Katostaras, Theofanis, 2008. "Informal payments in public hospitals in Greece," Health Policy, Elsevier, vol. 87(1), pages 72-81, July.
    3. Balabanova, Dina & McKee, Martin, 2002. "Understanding informal payments for health care: the example of Bulgaria," Health Policy, Elsevier, vol. 62(3), pages 243-273, December.
    4. repec:lic:licosd:12402 is not listed on IDEAS
    5. Ensor, Tim, 2004. "Informal payments for health care in transition economies," Social Science & Medicine, Elsevier, vol. 58(2), pages 237-246, January.
    6. Pavlova, Milena & Groot, Wim & van Merode, Godefridus, 2002. "Public attitudes towards patient payments in Bulgarian public health care sector: results of a household survey," Health Policy, Elsevier, vol. 59(1), pages 1-24, January.
    7. Polachek, Solomon W & Yoon, Bong Joon, 1987. "A Two-tiered Earnings Frontier Estimation of Employer and Employee Information in the Labor Market," The Review of Economics and Statistics, MIT Press, vol. 69(2), pages 296-302, May.
    8. George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 488-500.
    9. Xavier, Ana & Robin Thompson, 2003. "Unofficial payments for acute state hospital care in Kazakhstan. A model of physician behaviour with price discrimination and vertical service differentiation," Royal Economic Society Annual Conference 2003 224, Royal Economic Society.
    10. Hotchkiss, David Richards & Hutchinson, Paul Lawrence & Malaj, Altin & Berruti, Andres Alejandro, 2005. "Out-of-pocket payments and utilization of health care services in Albania: Evidence from three districts," Health Policy, Elsevier, vol. 75(1), pages 18-39, December.
    11. Vian, Taryn & Grybosk, Kristina & Sinoimeri, Zamira & Hall, Rachel, 2006. "Informal payments in government health facilities in Albania: Results of a qualitative study," Social Science & Medicine, Elsevier, vol. 62(4), pages 877-887, February.
    12. Groot, W. & Oosterbeek, H., 1995. "Stochastic reservation and offer wages," Labour Economics, Elsevier, vol. 2(1), pages 107-107, March.
    13. Michael Rothschild & Joseph Stiglitz, 1976. "Equilibrium in Competitive Insurance Markets: An Essay on the Economics of Imperfect Information," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 90(4), pages 629-649.
    14. Carlton, Dennis W. & Perloff, Jeffrey M., 1989. "The Economics of Information," Research Reports 25156, University of Connecticut, Food Marketing Policy Center.
    15. Falkingham, Jane, 2004. "Poverty, out-of-pocket payments and access to health care: evidence from Tajikistan," Social Science & Medicine, Elsevier, vol. 58(2), pages 247-258, January.
    16. Delcheva, Evgenia & Balabanova, Dina & McKee, Martin, 1997. "Under-the-counter payments for health care: Evidence from Bulgaria," Health Policy, Elsevier, vol. 42(2), pages 89-100, November.
    17. Gaal, Peter & McKee, Martin, 2005. "Fee-for-service or donation? Hungarian perspectives on informal payment for health care," Social Science & Medicine, Elsevier, vol. 60(7), pages 1445-1457, April.
    18. Szende, Agota & Culyer, Anthony Johr, 2006. "The inequity of informal payments for health care: The case of Hungary," Health Policy, Elsevier, vol. 75(3), pages 262-271, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hyacinthe Tchewonpi Kankeu & Sylvie Boyer & Raoul Fodjo Toukam & Mohammad Abu-Zaineh, 2016. "How do supply-side factors influence informal payments for healthcare? The case of HIV patients in Cameroon," International Journal of Health Planning and Management, Wiley Blackwell, vol. 31(1), pages 41-57, January.
    2. Christopher F. Parmeter, 2018. "Estimation of the two-tiered stochastic frontier model with the scaling property," Journal of Productivity Analysis, Springer, vol. 49(1), pages 37-47, February.
    3. Arsenijevic, Jelena & Pavlova, Milena & Groot, Wim, 2015. "Out-of-pocket payments for health care in Serbia," Health Policy, Elsevier, vol. 119(10), pages 1366-1374.
    4. Alecos Papadopoulos, 2015. "The half-normal specification for the two-tier stochastic frontier model," Journal of Productivity Analysis, Springer, vol. 43(2), pages 225-230, April.
    5. Alecos Papadopoulos & Christopher F. Parmeter & Subal C. Kumbhakar, 2021. "Modeling dependence in two-tier stochastic frontier models," Journal of Productivity Analysis, Springer, vol. 56(2), pages 85-101, December.
    6. Cristian Incaltarau & Adrian V. Horodnic & Colin C. Williams & Liviu Oprea, 2021. "Institutional Determinants of Informal Payments for Health Services: An Exploratory Analysis across 117 Countries," IJERPH, MDPI, vol. 18(23), pages 1-19, November.
    7. Petra Baji & Milena Pavlova & László Gulácsi & Miklós Farkas & Wim Groot, 2014. "The link between past informal payments and willingness of the Hungarian population to pay formal fees for health care services: results from a contingent valuation study," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 15(8), pages 853-867, November.
    8. Solomon W. Polachek, 2017. "Heterogeneity in the Labor Market: Ability and Information Acquisition," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 43(3), pages 377-390, June.
    9. Shirong Zhao & Jeremy Losak, 2024. "Two-tiered stochastic frontier models: a Bayesian perspective," Journal of Productivity Analysis, Springer, vol. 61(2), pages 85-106, April.
    10. German Blanco, 2017. "Who benefits from job placement services? A two-sided analysis," Journal of Productivity Analysis, Springer, vol. 47(1), pages 33-47, February.
    11. Tambor, Marzena & Pavlova, Milena & Golinowska, Stanisława & Sowada, Christoph & Groot, Wim, 2013. "The formal–informal patient payment mix in European countries. Governance, economics, culture or all of these?," Health Policy, Elsevier, vol. 113(3), pages 284-295.
    12. Williams, Colin C. & Horodnic, Adrian V., 2017. "Rethinking informal payments by patients in Europe: An institutional approach," Health Policy, Elsevier, vol. 121(10), pages 1053-1062.
    13. Sofie Buch Mejsner & Maria Kristiansen & Leena Eklund Karlsson, 2021. "Civil Servants and Non-Western Migrants’ Perceptions on Pathways to Health Care in Serbia—A Grounded Theory, Multi-Perspective Study," IJERPH, MDPI, vol. 18(19), pages 1-17, September.
    14. Liu, Hongda & Wu, Wangqiang & Yao, Pinbo, 2022. "A study on the efficiency of pediatric healthcare services and its influencing factors in China ——estimation of a three-stage DEA model based on provincial-level data," Socio-Economic Planning Sciences, Elsevier, vol. 84(C).
    15. Colin WILLIAMS & Ioana HORODNIC & Adrian HORODNIC, 2016. "Who is making informal payments for public healthcare in East-Central Europe? An evaluation of socio-economic and spatial variations," Eastern Journal of European Studies, Centre for European Studies, Alexandru Ioan Cuza University, vol. 7, pages 49-61, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Williams, Colin C. & Horodnic, Adrian V., 2017. "Rethinking informal payments by patients in Europe: An institutional approach," Health Policy, Elsevier, vol. 121(10), pages 1053-1062.
    2. Cherecheş, Răzvan M. & Ungureanu, Marius I. & Sandu, Petru & Rus, Ioana A., 2013. "Defining informal payments in healthcare: A systematic review," Health Policy, Elsevier, vol. 110(2), pages 105-114.
    3. Mæstad, Ottar & Mwisongo, Aziza, 2011. "Informal payments and the quality of health care: Mechanisms revealed by Tanzanian health workers," Health Policy, Elsevier, vol. 99(2), pages 107-115, February.
    4. Arsenijevic, Jelena & Pavlova, Milena & Groot, Wim, 2015. "Out-of-pocket payments for health care in Serbia," Health Policy, Elsevier, vol. 119(10), pages 1366-1374.
    5. Kaitelidou, Daphne Ch. & Tsirona, Christina S. & Galanis, Petros A. & Siskou, Olga Ch. & Mladovsky, Philipa & Kouli, Eugenia G. & Prezerakos, Panagiotis E. & Theodorou, Mamas & Sourtzi, Panagiota A. &, 2013. "Informal payments for maternity health services in public hospitals in Greece," Health Policy, Elsevier, vol. 109(1), pages 23-30.
    6. Sonila M. Tomini & Wim Groot, 2013. "Paying informally for public health care in Albania: scarce resources or governance failure?," Applied Economics, Taylor & Francis Journals, vol. 45(36), pages 5119-5130, December.
    7. Elisabetta Reginato & Isabella Fadda & Paola Paglietti & Aldo Pavan, 2021. "Informal Payments and Performance in the Health Care Sector: Possible Relationships in a Sub-National Perspective," International Journal of Business and Management, Canadian Center of Science and Education, vol. 15(3), pages 126-126, July.
    8. Gaal, Peter & Evetovits, Tamas & McKee, Martin, 2006. "Informal payment for health care: Evidence from Hungary," Health Policy, Elsevier, vol. 77(1), pages 86-102, June.
    9. Colin WILLIAMS & Ioana HORODNIC & Adrian HORODNIC, 2016. "Who is making informal payments for public healthcare in East-Central Europe? An evaluation of socio-economic and spatial variations," Eastern Journal of European Studies, Centre for European Studies, Alexandru Ioan Cuza University, vol. 7, pages 49-61, June.
    10. Habibov, Nazim & Cheung, Alex, 2017. "Revisiting informal payments in 29 transitional countries: The scale and socio-economic correlates," Social Science & Medicine, Elsevier, vol. 178(C), pages 28-37.
    11. Liaropoulos, Lycourgos & Siskou, Olga & Kaitelidou, Daphne & Theodorou, Mamas & Katostaras, Theofanis, 2008. "Informal payments in public hospitals in Greece," Health Policy, Elsevier, vol. 87(1), pages 72-81, July.
    12. Erik Schokkaert & Jonas Steel & Carine Van de Voorde, 2017. "Out-of-Pocket Payments and Subjective Unmet Need of Healthcare," Applied Health Economics and Health Policy, Springer, vol. 15(5), pages 545-555, October.
    13. Szende, Agota & Culyer, Anthony Johr, 2006. "The inequity of informal payments for health care: The case of Hungary," Health Policy, Elsevier, vol. 75(3), pages 262-271, February.
    14. Adrian V. Horodnic & Colin C. Williams & Răzvan Ionuț Drugă & Cristian Incaltarau, 2021. "Informal Payments by Patients in Central and Eastern Europe during the COVID-19 Pandemic: An Institutional Perspective," IJERPH, MDPI, vol. 18(20), pages 1-17, October.
    15. Grigorakis, Nikolaos & Floros, Christos & Tsangari, Haritini & Tsoukatos, Evangelos, 2016. "Out of pocket payments and social health insurance for private hospital care: Evidence from Greece," Health Policy, Elsevier, vol. 120(8), pages 948-959.
    16. Petra Baji & Milena Pavlova & László Gulácsi & Miklós Farkas & Wim Groot, 2014. "The link between past informal payments and willingness of the Hungarian population to pay formal fees for health care services: results from a contingent valuation study," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 15(8), pages 853-867, November.
    17. Enkelejda Avdi, 2013. "Autonomy and Financial Sources, Key Factors in the Performance of Health Insurance Scheme: Case of Albania," Romanian Economic Journal, Department of International Business and Economics from the Academy of Economic Studies Bucharest, vol. 16(50), pages 133-156, December.
    18. Giannouchos, Theodoros V. & Vozikis, Athanassios & Koufopoulou, Paraskevi & Fawkes, Leanne & Souliotis, Kyriakos, 2020. "Informal out-of-pocket payments for healthcare services in Greece," Health Policy, Elsevier, vol. 124(7), pages 758-764.
    19. Hyacinthe Tchewonpi Kankeu & Sylvie Boyer & Raoul Fodjo Toukam & Mohammad Abu-Zaineh, 2016. "How do supply-side factors influence informal payments for healthcare? The case of HIV patients in Cameroon," International Journal of Health Planning and Management, Wiley Blackwell, vol. 31(1), pages 41-57, January.
    20. Tomini, Sonila & Groot, Wim, 2012. "Paying informally for public health care in Albania: scarce resources or governance failure?," MERIT Working Papers 2012-070, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).

    More about this item

    Keywords

    Informal payments; Imperfect information; Stochastic model; Maximum willingness to pay informally; I11; I19; D82;
    All these keywords.

    JEL classification:

    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • I19 - Health, Education, and Welfare - - Health - - - Other
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:eujhec:v:13:y:2012:i:6:p:777-788. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.