<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3.dtd">
<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">esp</journal-id><journal-title-group><journal-title xml:lang="ru">Economy: strategy and practice</journal-title><trans-title-group xml:lang="en"><trans-title>Economy: strategy and practice</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1997-9967</issn><issn pub-type="epub">2663-550X</issn><publisher><publisher-name>Институт экономики</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.51176/1997-9967-2026-2-151-170</article-id><article-id custom-type="elpub" pub-id-type="custom">esp-2057</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>СОЦИАЛЬНАЯ ПОЛИТИКА И КАЧЕСТВО ЖИЗНИ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>SOCIAL POLICY AND QUALITY OF LIFE</subject></subj-group></article-categories><title-group><article-title>Социально-экономические аспекты готовности населения к лекарственному страхованию в Казахстане</article-title><trans-title-group xml:lang="en"><trans-title>Socio-Economic Aspects of Public Willingness to Participate in Pharmaceutical Insurance in Kazakhstan</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0006-7463-0816</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Керимбаев</surname><given-names>А. Р.</given-names></name><name name-style="western" xml:lang="en"><surname>Kerimbayev</surname><given-names>A. R.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Керимбаев А.Р. – PhD</p><p>Алматы</p></bio><bio xml:lang="en"><p>Azamat R. Kerimbayev – PhD</p><p>71 Al-Farabi Ave., 050040, Almaty</p></bio><email xlink:type="simple">ker_im@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-0874-8393</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Белянин</surname><given-names>А. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Belianin</surname><given-names>A. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Белянин А.В. – PhD, профессор</p><p>Алматы</p></bio><bio xml:lang="en"><p>Alexis V. Belianin – PhD, Professor</p><p>227 Rozybakieva Str., 050060, Almaty</p></bio><email xlink:type="simple">a.belianin@almau.edu.kz</email><xref ref-type="aff" rid="aff-2"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Казахский национальный университет им. аль-Фараби</institution><country>Казахстан</country></aff><aff xml:lang="en"><institution>Al-Farabi Kazakh National University</institution><country>Kazakhstan</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>Алматы Менеджмент Университет</institution><country>Казахстан</country></aff><aff xml:lang="en"><institution>Almaty Management University</institution><country>Kazakhstan</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>18</day><month>07</month><year>2026</year></pub-date><volume>21</volume><issue>2</issue><fpage>151</fpage><lpage>170</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Керимбаев А.Р., Белянин А.В., 2026</copyright-statement><copyright-year>2026</copyright-year><copyright-holder xml:lang="ru">Керимбаев А.Р., Белянин А.В.</copyright-holder><copyright-holder xml:lang="en">Kerimbayev A.R., Belianin A.V.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://esp.ieconom.kz/jour/article/view/2057">https://esp.ieconom.kz/jour/article/view/2057</self-uri><abstract><p>Дәрілік заттарға жұмсалатын жоғары жеке шығындар үй шаруашылықтарының қаржылық осалдығын күшейтіп, медициналық көмекке қолжетімділікті төмендетуі мүмкін, әсіресе денсаулық сақтау саласындағы өңірлік және әлеуметтік теңсіздік жағдайында. Осы зерттеудің мақсаты Қазақстандағы дәрілік сақтандыру полисі үшін төлеуге дайындықтың әлеуметтік-экономикалық, медициналық және лингвистикалық факторлармен байланысын бағалау, сондай-ақ қазақтілді және орыстілді респонденттер арасындағы айырмашылықтардың сипатын анықтау. Зерттеудің эмпирикалық базасын Қазақстанның әртүрлі өңірлерінде жүргізілген онлайн-сауалнама деректері құрады. Қорытынды аналитикалық іріктеме өз табыс көзі бар 2695 респондентті қамтыды, оның ішінде 2044 қазақтілді және 651 орыстілді респондент болды. Зерттеуде сипаттамалық статистика, салыстырмалы талдау, t-тесттер, permutation tests және OLS-регрессия әдістері қолданылды. Нәтижелер қазақтілді респонденттер арасында дәрілік сақтандыру үшін төлеуге дайындықтың орташа деңгейі шамамен 65,4 АҚШ долларын, ал орыстілді респонденттер арасында шамамен 46,4 АҚШ долларын құрағанын көрсетті; айырмашылықтар 5% деңгейінде статистикалық мәнді болып табылады (t-test = 2,26; p &lt; 0,024). Регрессиялық талдау төлеуге дайындықтың дәрілік заттарға ағымдағы шығындармен, денсаулық жағдайын өзін-өзі бағалаумен, тұрғылықты өңірмен, елді мекен түрімен және үй шаруашылығындағы қарым-қатынас тілімен байланысты екенін көрсетті. Зерттеу нәтижелері медициналық көмектің қолжетімділігін арттыру, емделуге байланысты қаржылық кедергілерді төмендету және Қазақстандағы денсаулық сақтау экономикасының орнықты дамуын қамтамасыз ету мақсатында дәрілік сақтандыру тетіктері мен коммуникациялық саясатты сараланған тәсіл негізінде әзірлеудің маңыздылығын айқындайды.</p></abstract><trans-abstract xml:lang="en"><p>High levels of personal spending on medicines can increase household financial vulnerability and reduce access to medical care, especially in the context of regional and social inequalities in health care. The purpose of this study is to assess the relationship between willingness to pay for an insurance policy for medicines in Kazakhstan and socio-economic, medical and linguistic factors, as well as to determine the nature of differences between Kazakh-speaking and Russian-speaking respondents. The empirical basis of the study was made up of data from an online survey conducted in various regions of Kazakhstan. The final analytical sample included 2,695 respondents with their own source of income, including 2,044 Kazakh-speaking and 651 Russian-speaking respondents. The research uses methods of descriptive statistics, comparative analysis, t-tests, permutation tests and OLS regression. The results showed that the average willingness to pay for drug insurance among Kazakh—speaking respondents was about $65.4, while among Russian-speaking respondents it was about $46.4; the differences are statistically significant at the 5% level (t-test = 2.26; p &lt; 0.024). Regression analysis showed that willingness to pay is related to current expenses for medicines, self-assessment of health status, region of residence, type of settlement and language of communication in the household. The results of the study emphasize the importance of a differentiated approach to the development of mechanisms for drug insurance and communication policy in order to increase the availability of medical care, reduce financial barriers to treatment and ensure the sustainable development of the healthcare economy in Kazakhstan.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>денсаулық сақтау</kwd><kwd>денсаулық сақтау экономикасы</kwd><kwd>мінез-құлық экономикасы</kwd><kwd>халық</kwd><kwd>медицина</kwd><kwd>медициналық сақтандыру</kwd><kwd>аймақтық теңсіздік</kwd></kwd-group><kwd-group xml:lang="en"><kwd>Healthcare</kwd><kwd>Health Economics</kwd><kwd>Behavioral Economics</kwd><kwd>Population</kwd><kwd>Medicine</kwd><kwd>Health Insurance</kwd><kwd>Regional Inequality</kwd></kwd-group><funding-group><funding-statement xml:lang="en">This research was carried out within the framework of the following grant projects funded by the Science Committee MSHE RK “Reducing socio-economic inequality in the regions of Kazakhstan through investment in and improvement of the organization of the healthcare system”AP26198345.</funding-statement></funding-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Al-Hanawi, M. K., Vaidya, K., Alsharqi, O., &amp; Onwujekwe, O. (2018). Investigating the willingness to pay for a contributory national health insurance scheme in Saudi Arabia: A cross-sectional stated preference approach. Applied Health Economics and Health Policy, 16(2), 259–271. https://doi.org/10.1007/s40258-017-0366-2</mixed-citation><mixed-citation xml:lang="en">Al-Hanawi, M. K., Vaidya, K., Alsharqi, O., &amp; Onwujekwe, O. (2018). Investigating the willingness to pay for a contributory national health insurance scheme in Saudi Arabia: A cross-sectional stated preference approach. Applied Health Economics and Health Policy, 16(2), 259–271. https://doi.org/10.1007/s40258-017-0366-2</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Arrow, K. J. (1963). Uncertainty and the welfare economics of medical care. The American Economic Review, 53(5), 941–973. https://doi.org/10.2307/1828172</mixed-citation><mixed-citation xml:lang="en">Arrow, K. J. (1963). Uncertainty and the welfare economics of medical care. The American Economic Review, 53(5), 941–973. https://doi.org/10.2307/1828172</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Balabanova, D., Roberts, B., Richardson, E., Haerpfer, C., &amp; McKee, M. (2012). Health care reform in the former Soviet Union: Beyond the transition. Health Services Research, 47(2), 840–864. https://doi.org/10.1111/j.1475-6773.2011.01323.x</mixed-citation><mixed-citation xml:lang="en">Balabanova, D., Roberts, B., Richardson, E., Haerpfer, C., &amp; McKee, M. (2012). Health care reform in the former Soviet Union: Beyond the transition. Health Services Research, 47(2), 840–864. https://doi.org/10.1111/j.1475-6773.2011.01323.x</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Balakrishnan, S., Benea, C., Banerjee, A., &amp; Mahajan, A. (2025). Exploring the social determinants of health in nutrition care for South Asian communities: A narrative review. Canadian Journal of Dietetic Practice and Research, 86 (1), 462-470. https://doi.org/10.3148/cjdpr-2024-024</mixed-citation><mixed-citation xml:lang="en">Balakrishnan, S., Benea, C., Banerjee, A., &amp; Mahajan, A. (2025). Exploring the social determinants of health in nutrition care for South Asian communities: A narrative review. Canadian Journal of Dietetic Practice and Research, 86 (1), 462-470. https://doi.org/10.3148/cjdpr-2024-024</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Barnes, A. J., &amp; Hanoch, Y. (2017). Knowledge and understanding of health insurance: Challenges and remedies. Israel Journal of Health Policy Research, 6(1),40. https://doi.org/10.1186/s13584-017-0163-2</mixed-citation><mixed-citation xml:lang="en">Barnes, A. J., &amp; Hanoch, Y. (2017). Knowledge and understanding of health insurance: Challenges and remedies. Israel Journal of Health Policy Research, 6(1),40. https://doi.org/10.1186/s13584-017-0163-2</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Barnes, A. J., Hanoch, Y., &amp; Rice, T. (2015). Determinants of coverage decisions in health insurance marketplaces: Consumers’ decision-making abilities and the amount of information in their choice environment. Health Services Research, 50(1), 58–80. https://doi.org/10.1111/1475-6773.12181</mixed-citation><mixed-citation xml:lang="en">Barnes, A. J., Hanoch, Y., &amp; Rice, T. (2015). Determinants of coverage decisions in health insurance marketplaces: Consumers’ decision-making abilities and the amount of information in their choice environment. Health Services Research, 50(1), 58–80. https://doi.org/10.1111/1475-6773.12181</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Batinti, A. (2015). On medical progress and health care demand: A CES perspective using the Grossman model of health status. Health Economics, 24(12), 1632–1637. https://doi.org/10.1002/hec.3109</mixed-citation><mixed-citation xml:lang="en">Batinti, A. (2015). On medical progress and health care demand: A CES perspective using the Grossman model of health status. Health Economics, 24(12), 1632–1637. https://doi.org/10.1002/hec.3109</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Bock, J.-O., Hajek, A., Brenner, H., Saum, K.-U., Matschinger, H., Haefeli, W. E., Schöttker, B., Quinzler, R., Heider, D., &amp; König, H.-H. (2016). A longitudinal investigation of willingness to pay for health insurance in Germany. Health Services Research, 52(3), 1099–1117. https://doi.org/10.1111/1475-6773.12522</mixed-citation><mixed-citation xml:lang="en">Bock, J.-O., Hajek, A., Brenner, H., Saum, K.-U., Matschinger, H., Haefeli, W. E., Schöttker, B., Quinzler, R., Heider, D., &amp; König, H.-H. (2016). A longitudinal investigation of willingness to pay for health insurance in Germany. Health Services Research, 52(3), 1099–1117. https://doi.org/10.1111/1475-6773.12522</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Carrillo, J. E., Carrillo, V. A., Perez, H. R., Salas-Lopez, D., Natale-Pereira, A., &amp; Byron, A. T. (2011). Defining and targeting health care access barriers. Journal of Health Care for the Poor and Underserved, 22(2), 562–575. https://doi.org/10.1353/hpu.2011.0037</mixed-citation><mixed-citation xml:lang="en">Carrillo, J. E., Carrillo, V. A., Perez, H. R., Salas-Lopez, D., Natale-Pereira, A., &amp; Byron, A. T. (2011). Defining and targeting health care access barriers. Journal of Health Care for the Poor and Underserved, 22(2), 562–575. https://doi.org/10.1353/hpu.2011.0037</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Cragg, J. G. (1971). Some statistical models for limited dependent variables with application to the demand for durable goods. Econometrica, 39(5), 829–844. https://doi.org/10.2307/1909582</mixed-citation><mixed-citation xml:lang="en">Cragg, J. G. (1971). Some statistical models for limited dependent variables with application to the demand for durable goods. Econometrica, 39(5), 829–844. https://doi.org/10.2307/1909582</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Cunningham, P. J., Denk, C., &amp; Sinclair, M. (2001). Do consumers know how their health plan works? Health Affairs, 20(2), 159–166. https://doi.org/10.1377/hlthaff.20.2.159</mixed-citation><mixed-citation xml:lang="en">Cunningham, P. J., Denk, C., &amp; Sinclair, M. (2001). Do consumers know how their health plan works? Health Affairs, 20(2), 159–166. https://doi.org/10.1377/hlthaff.20.2.159</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Dong, H., Kouyate, B., Cairns, J., Mugisha, F., &amp; Sauerborn, R. (2003). Willingness-to-pay for community-based insurance in Burkina Faso. Health Economics, 12(10), 849–862. https://doi.org/10.1002/hec.771</mixed-citation><mixed-citation xml:lang="en">Dong, H., Kouyate, B., Cairns, J., Mugisha, F., &amp; Sauerborn, R. (2003). Willingness-to-pay for community-based insurance in Burkina Faso. Health Economics, 12(10), 849–862. https://doi.org/10.1002/hec.771</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Dror, D. M., Radermacher, R., &amp; Koren, R. (2007). Willingness to pay for health insurance among rural and poor persons: Field evidence from seven micro health insurance units in India. Health Policy, 82(1), 12–27. https://doi.org/10.1016/j.healthpol.2006.07.011</mixed-citation><mixed-citation xml:lang="en">Dror, D. M., Radermacher, R., &amp; Koren, R. (2007). Willingness to pay for health insurance among rural and poor persons: Field evidence from seven micro health insurance units in India. Health Policy, 82(1), 12–27. https://doi.org/10.1016/j.healthpol.2006.07.011</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Fernandez, J. C. A. (2014). Cultural determinants of health: An approach to promoting equity. Saúde e Sociedade, 23(1), 167–179. https://doi.org/10.1590/S0104-12902014000100013</mixed-citation><mixed-citation xml:lang="en">Fernandez, J. C. A. (2014). Cultural determinants of health: An approach to promoting equity. Saúde e Sociedade, 23(1), 167–179. https://doi.org/10.1590/S0104-12902014000100013</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Gerry, C. J., Kaneva, M., &amp; Zasimova, L. (2017). Reforming voluntary drug insurance in Russian healthcare: Does social solidarity matter? Health Policy, 121(11), 1177–1185. https://doi.org/10.1016/j.healthpol.2017.09.001</mixed-citation><mixed-citation xml:lang="en">Gerry, C. J., Kaneva, M., &amp; Zasimova, L. (2017). Reforming voluntary drug insurance in Russian healthcare: Does social solidarity matter? Health Policy, 121(11), 1177–1185. https://doi.org/10.1016/j.healthpol.2017.09.001</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Grossman, M. (1972). On the concept of health capital and the demand for health. Journal of Political Economy, 80(2), 223–255. https://doi.org/10.1086/259880</mixed-citation><mixed-citation xml:lang="en">Grossman, M. (1972). On the concept of health capital and the demand for health. Journal of Political Economy, 80(2), 223–255. https://doi.org/10.1086/259880</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Kahneman, D., &amp; Tversky, A. (1979). Prospect theory: An analysis of decision under risk. Econometrica, 47(2), 263–292. https://doi.org/10.2307/1914185</mixed-citation><mixed-citation xml:lang="en">Kahneman, D., &amp; Tversky, A. (1979). Prospect theory: An analysis of decision under risk. Econometrica, 47(2), 263–292. https://doi.org/10.2307/1914185</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Kaminska, M. E., &amp; Wulfgramm, M. (2019). Universal or commodified healthcare? Linking out-of-pocket payments to income-related inequalities in unmet health needs in Europe. Journal of European Social Policy, 29(3), 345–360. https://doi.org/10.1177/0958928718774261</mixed-citation><mixed-citation xml:lang="en">Kaminska, M. E., &amp; Wulfgramm, M. (2019). Universal or commodified healthcare? Linking out-of-pocket payments to income-related inequalities in unmet health needs in Europe. Journal of European Social Policy, 29(3), 345–360. https://doi.org/10.1177/0958928718774261</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Kaneva, M. A., Avxentyev, N. A., &amp; Baydin, V. M. (2015). [Regression Analysis of Factors Influencing Willingness-to-Pay for Cooperative Medical Insurance]. Finansovyi zhurnal = Financial Journal, 5, 80–90. (In Russ.)</mixed-citation><mixed-citation xml:lang="en">Kaneva, M. A., Avxentyev, N. A., &amp; Baydin, V. M. (2015). [Regression Analysis of Factors Influencing Willingness-to-Pay for Cooperative Medical Insurance]. Finansovyi zhurnal = Financial Journal, 5, 80–90. (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Kaneva, M., Gerry, C. J., Avxentiev, N., &amp; Baidin, V. (2019). Attitudes to reform: Could a cooperative health insurance scheme work in Russia? International Journal of Health Economics and Management, 19(3–4), 371– 394. https://doi.org/10.1007/s10754-019-09260-3</mixed-citation><mixed-citation xml:lang="en">Kaneva, M., Gerry, C. J., Avxentiev, N., &amp; Baidin, V. (2019). Attitudes to reform: Could a cooperative health insurance scheme work in Russia? International Journal of Health Economics and Management, 19(3–4), 371– 394. https://doi.org/10.1007/s10754-019-09260-3</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Kireyeva, A.A., Abilkayir, N.A., &amp; Tsoy, A.A. (2018). A Study on the Distribution of Information and High Technology Clusters: Kazakhstan’s Experience. Journal of Distribution Science, 16(4), 5-15. https://doi.org/10.15722/JDS.16.4.201804.5</mixed-citation><mixed-citation xml:lang="en">Kireyeva, A.A., Abilkayir, N.A., &amp; Tsoy, A.A. (2018). A Study on the Distribution of Information and High Technology Clusters: Kazakhstan’s Experience. Journal of Distribution Science, 16(4), 5-15. https://doi.org/10.15722/JDS.16.4.201804.5</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Kireyeva, A.A., Kangalakova, D.M., Kredina, A.A., Satpayeva, Z.T., &amp; Urdabayev, M. (2021). Managing research and development process in conditions of economic growth of Kazakhstan: Methods and analysis. Problems and Perspectives in Management, 19(3), 185-196. http://dx.doi.org/10.21511/ppm.19(3).2021.16</mixed-citation><mixed-citation xml:lang="en">Kireyeva, A.A., Kangalakova, D.M., Kredina, A.A., Satpayeva, Z.T., &amp; Urdabayev, M. (2021). Managing research and development process in conditions of economic growth of Kazakhstan: Methods and analysis. Problems and Perspectives in Management, 19(3), 185-196. http://dx.doi.org/10.21511/ppm.19(3).2021.16</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Kőszegi, B., &amp; Rabin, M. (2006). A model of reference-dependent preferences. The Quarterly Journal of Economics, 121(4), 1133–1165. https://doi.org/10.1093/qje/121.4.1133</mixed-citation><mixed-citation xml:lang="en">Kőszegi, B., &amp; Rabin, M. (2006). A model of reference-dependent preferences. The Quarterly Journal of Economics, 121(4), 1133–1165. https://doi.org/10.1093/qje/121.4.1133</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Manning, W. G., &amp; Mullahy, J. (2001). Estimating log models: to transform or not to transform? Journal of Health Economics, 20(4), 461–494. https://doi.org/10.1016/S0167-6296(01)00086-8</mixed-citation><mixed-citation xml:lang="en">Manning, W. G., &amp; Mullahy, J. (2001). Estimating log models: to transform or not to transform? Journal of Health Economics, 20(4), 461–494. https://doi.org/10.1016/S0167-6296(01)00086-8</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Mossop, P., Yadav, U. N., Wyber, R., Coombes, J., &amp; Douglas, K. (2025). Addressing social and cultural determinants of health for Aboriginal and Torres Strait Islander people in chronic disease programs: A scoping review. Health Promotion Journal of Australia, 36(4), e70100. https://doi.org/10.1002/hpja.70100</mixed-citation><mixed-citation xml:lang="en">Mossop, P., Yadav, U. N., Wyber, R., Coombes, J., &amp; Douglas, K. (2025). Addressing social and cultural determinants of health for Aboriginal and Torres Strait Islander people in chronic disease programs: A scoping review. Health Promotion Journal of Australia, 36(4), e70100. https://doi.org/10.1002/hpja.70100</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Munté-Pascual, A., Ruiz-Eugenio, L., &amp; López de Aguileta, A. (2025). Dialogic scientific gatherings: Promoting inclusive health participation and communication among non-academic Roma women. Frontiers in Public Health, 13, 1618150. https://doi.org/10.3389/fpubh.2025.1618150</mixed-citation><mixed-citation xml:lang="en">Munté-Pascual, A., Ruiz-Eugenio, L., &amp; López de Aguileta, A. (2025). Dialogic scientific gatherings: Promoting inclusive health participation and communication among non-academic Roma women. Frontiers in Public Health, 13, 1618150. https://doi.org/10.3389/fpubh.2025.1618150</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Oladosu, A. O., Khai, T. S., &amp; Asaduzzaman, M. (2023). Factors affecting access to healthcare for young people in the informal sector in developing countries: A systematic review. Frontiers in Public Health, 11, 1168577. https://doi.org/10.3389/fpubh.2023.1168577</mixed-citation><mixed-citation xml:lang="en">Oladosu, A. O., Khai, T. S., &amp; Asaduzzaman, M. (2023). Factors affecting access to healthcare for young people in the informal sector in developing countries: A systematic review. Frontiers in Public Health, 11, 1168577. https://doi.org/10.3389/fpubh.2023.1168577</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Paasche-Orlow, M. K., &amp; Wolf, M. S. (2007). The causal pathways linking health literacy to health outcomes. American Journal of Health Behavior, 31(Suppl 1), S19–S26. https://doi.org/10.5555/ajhb.2007.31.supp.s19</mixed-citation><mixed-citation xml:lang="en">Paasche-Orlow, M. K., &amp; Wolf, M. S. (2007). The causal pathways linking health literacy to health outcomes. American Journal of Health Behavior, 31(Suppl 1), S19–S26. https://doi.org/10.5555/ajhb.2007.31.supp.s19</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Penchansky, R., &amp; Thomas, J. W. (1981). The concept of access: Definition and relationship to consumer satisfaction. Medical Care, 19(2), 127–140. https://doi.org/10.1097/00005650-198102000-00001</mixed-citation><mixed-citation xml:lang="en">Penchansky, R., &amp; Thomas, J. W. (1981). The concept of access: Definition and relationship to consumer satisfaction. Medical Care, 19(2), 127–140. https://doi.org/10.1097/00005650-198102000-00001</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Spankulova, L., Karatayev, M., &amp; Clarke, M. L. (2020). Trends in socioeconomic health inequalities in Kazakhstan: National household surveys analysis. Communist and Post-Communist Studies, 53(2), 177–190. https://doi.org/10.1525/cpcs.2020.53.2.177</mixed-citation><mixed-citation xml:lang="en">Spankulova, L., Karatayev, M., &amp; Clarke, M. L. (2020). Trends in socioeconomic health inequalities in Kazakhstan: National household surveys analysis. Communist and Post-Communist Studies, 53(2), 177–190. https://doi.org/10.1525/cpcs.2020.53.2.177</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Spankulova, L., Besstremyannaya, G., &amp; Zhumartova, B. (2026a). Modeling methods for strategic analysis of interregional inequality in Kazakhstan. KazNU Bulletin. Mathematics, Mechanics, Computer Science Series, 1(129), 97-113. https://doi.org/10.26577/JMMCS129120269</mixed-citation><mixed-citation xml:lang="en">Spankulova, L., Besstremyannaya, G., &amp; Zhumartova, B. (2026a). Modeling methods for strategic analysis of interregional inequality in Kazakhstan. KazNU Bulletin. Mathematics, Mechanics, Computer Science Series, 1(129), 97-113. https://doi.org/10.26577/JMMCS129120269</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">Spankulova, L., Bukatov, Y., &amp; Kerimbayev, A. (2026b). Regional income inequality in Kazakhstan: Assessments of the impact of healthcare and macroeconomic instability. Engineered Science, 39, 2071. https://doi.org/10.30919/es2071</mixed-citation><mixed-citation xml:lang="en">Spankulova, L., Bukatov, Y., &amp; Kerimbayev, A. (2026b). Regional income inequality in Kazakhstan: Assessments of the impact of healthcare and macroeconomic instability. Engineered Science, 39, 2071. https://doi.org/10.30919/es2071</mixed-citation></citation-alternatives></ref><ref id="cit33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Sudore, R. L., Landefeld, C. S., Pérez-Stable, E. J., Bibbins-Domingo, K., Williams, B. A., &amp; Schillinger, D. (2009). Unraveling the relationship between literacy, language proficiency, and patient–physician communication. Patient Education and Counseling, 75(3), 398–402. https://doi.org/10.1016/j.pec.2009.02.019</mixed-citation><mixed-citation xml:lang="en">Sudore, R. L., Landefeld, C. S., Pérez-Stable, E. J., Bibbins-Domingo, K., Williams, B. A., &amp; Schillinger, D. (2009). Unraveling the relationship between literacy, language proficiency, and patient–physician communication. Patient Education and Counseling, 75(3), 398–402. https://doi.org/10.1016/j.pec.2009.02.019</mixed-citation></citation-alternatives></ref><ref id="cit34"><label>34</label><citation-alternatives><mixed-citation xml:lang="ru">Tambor, M., Pavlova, M., Rechel, B., Golinowska, S., Sowada, C., &amp; Groot, W. (2014). Willingness to pay for publicly financed health care services in Central and Eastern Europe: Evidence from six countries based on a contingent valuation method. Social Science &amp; Medicine, 116, 193–201. https://doi.org/10.1016/j.socscimed.2014.07.009</mixed-citation><mixed-citation xml:lang="en">Tambor, M., Pavlova, M., Rechel, B., Golinowska, S., Sowada, C., &amp; Groot, W. (2014). Willingness to pay for publicly financed health care services in Central and Eastern Europe: Evidence from six countries based on a contingent valuation method. Social Science &amp; Medicine, 116, 193–201. https://doi.org/10.1016/j.socscimed.2014.07.009</mixed-citation></citation-alternatives></ref><ref id="cit35"><label>35</label><citation-alternatives><mixed-citation xml:lang="ru">Turgambayeva, A., Imanova, Z., &amp; Tulegenova, A. (2021). Rural healthcare in Kazakhstan: Problems and trends (literature review). Journal of Health Development, 3(43), 13–18. https://doi.org/10.32921/2225-9929-2021-3-43-13-18</mixed-citation><mixed-citation xml:lang="en">Turgambayeva, A., Imanova, Z., &amp; Tulegenova, A. (2021). Rural healthcare in Kazakhstan: Problems and trends (literature review). Journal of Health Development, 3(43), 13–18. https://doi.org/10.32921/2225-9929-2021-3-43-13-18</mixed-citation></citation-alternatives></ref><ref id="cit36"><label>36</label><citation-alternatives><mixed-citation xml:lang="ru">Volkova, O. A., Spankulova, L. S., &amp; Mukhamediyev, B. M. (2023b). [The readiness of the population to introduce a pharmaceutical insurance system in Kazakhstan]. Journal of Siberian Federal University – Humanities and Social Sciences, 16(11), 1906–1917.</mixed-citation><mixed-citation xml:lang="en">Volkova, O. A., Spankulova, L. S., &amp; Mukhamediyev, B. M. (2023b). [The readiness of the population to introduce a pharmaceutical insurance system in Kazakhstan]. Journal of Siberian Federal University – Humanities and Social Sciences, 16(11), 1906–1917.</mixed-citation></citation-alternatives></ref><ref id="cit37"><label>37</label><citation-alternatives><mixed-citation xml:lang="ru">Volkova, O. A., Spankulova, L. S., &amp; Nuruly, Y. (2023a). The pharmaceutical insurance as a mean to overcome inequality in access to health care of population in Kazakhstan. Problemy sotsial'noi gigieny, zdravookhraneniia i istorii meditsiny = Problems of Social Hygiene, Public Health and History of Medicine, 31(6), 1433–1438. https://doi.org/10.32687/0869-866X-2023-31-6-1433-1438</mixed-citation><mixed-citation xml:lang="en">Volkova, O. A., Spankulova, L. S., &amp; Nuruly, Y. (2023a). The pharmaceutical insurance as a mean to overcome inequality in access to health care of population in Kazakhstan. Problemy sotsial'noi gigieny, zdravookhraneniia i istorii meditsiny = Problems of Social Hygiene, Public Health and History of Medicine, 31(6), 1433–1438. https://doi.org/10.32687/0869-866X-2023-31-6-1433-1438</mixed-citation></citation-alternatives></ref><ref id="cit38"><label>38</label><citation-alternatives><mixed-citation xml:lang="ru">Volkova, O. A., Aliev, S. I., Spankulova, L. S., &amp; Vrubel, M. E. (2024). [The readiness of Kazakhstan to implementation of medicinal insurance: The sociological substantiation and education activities of public organizations]. Problemy sotsial'noi gigieny, zdravookhraneniia i istorii meditsiny = Problems of Social Hygiene, Public Health and History of Medicine, 32(3), 456–461. https://doi.org/10.32687/0869-866X-2024-32-3-456-461 (In Russ.)</mixed-citation><mixed-citation xml:lang="en">Volkova, O. A., Aliev, S. I., Spankulova, L. S., &amp; Vrubel, M. E. (2024). [The readiness of Kazakhstan to implementation of medicinal insurance: The sociological substantiation and education activities of public organizations]. Problemy sotsial'noi gigieny, zdravookhraneniia i istorii meditsiny = Problems of Social Hygiene, Public Health and History of Medicine, 32(3), 456–461. https://doi.org/10.32687/0869-866X-2024-32-3-456-461 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit39"><label>39</label><citation-alternatives><mixed-citation xml:lang="ru">Wang, H., Zhang, L., Yip, W., &amp; Hsiao, W. (2006). Adverse selection in a voluntary Rural Mutual Health Care health insurance scheme in China. Social Science &amp; Medicine, 63(5), 1236–1245. https://doi.org/10.1016/j.socscimed.2006.03.008</mixed-citation><mixed-citation xml:lang="en">Wang, H., Zhang, L., Yip, W., &amp; Hsiao, W. (2006). Adverse selection in a voluntary Rural Mutual Health Care health insurance scheme in China. Social Science &amp; Medicine, 63(5), 1236–1245. https://doi.org/10.1016/j.socscimed.2006.03.008</mixed-citation></citation-alternatives></ref><ref id="cit40"><label>40</label><citation-alternatives><mixed-citation xml:lang="ru">WHO. (2020). Pharmaceutical pricing and reimbursement systems in Eastern Europe and Central Asia: Report of the Pharmaceutical Pricing and Reimbursement Information Network for Countries in Eastern Europe and Central Asia. Retrieved March 30, 2026 https://iris.who.int/items/1cbc40b2-8acc-4abc-ae58-ea714785e012</mixed-citation><mixed-citation xml:lang="en">WHO. (2020). Pharmaceutical pricing and reimbursement systems in Eastern Europe and Central Asia: Report of the Pharmaceutical Pricing and Reimbursement Information Network for Countries in Eastern Europe and Central Asia. Retrieved March 30, 2026 https://iris.who.int/items/1cbc40b2-8acc-4abc-ae58-ea714785e012</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
