Correlation Analysis of the Impact of Selected Socio-Economic Indicators on Fertility in Tuva (1990–2024)

Authors

  • Arseniy M. Sitkovskiy RUDN University; Federal Research Sociological Center, Russian Academy of Sciences

DOI:

https://doi.org/10.25178/nit.2026.3.15

Keywords:

total fertility rate, fertility, fertility factor, correlation analysis, birth order, regional demography, Tuva, Tuvans

Abstract

The article analyzes the impact of objective socio-economic indicators on fertility in Tuva as a region with extremely high fertility. It identifies and provides substantive interpretations of statistically robust relationships between the dynamics of the total fertility rate and indicators of welfare, housing conditions, education, healthcare, economic dynamics, migration, and the settlement system. The information base consists of long-term series of official statistics from Rosstat and the Unified Interdepartmental Statistical Information System (EMISS) for Tuva for 1990–2024.

It is established that the most substantively interpretable positive correlations of the overall total fertility rate in Tuva are observed with gross regional product per capita, housing commissioning, the share of wages and social transfers in the income structure, life expectancy, and the capacity of the outpatient-polyclinic network. The most pronounced negative relationships are observed with the provision of places in preschool institutions, the number of hospital beds, digital inclusion of households, credit indebtedness, poverty, total housing floor space per capita, and migration balance.

The results show that fertility in Tuva is determined not by a single factor, but by a combination of several multidirectional contours. On the one hand, it is supported by the resource and institutional security of the family; on the other hand, digital and consumer modernization is statistically associated with a weakening of fertility. The practical significance of the study lies in the possibility of more targeted adjustment of regional demographic policy, taking into account the specifics of the region.

References

Abylkalikov, S. I. (2021) Features of demographic development of Tuva: The contribution of migration to the demographic balance. New Research of Tuva. no. 4, pp. 131–142. (In Russ.) DOI: https://doi.org/10.25178/nit.2021.4.10

Abylkalikov, S. I. and Baymurzina, G. R. (2022) Features of demographic processes in the cities of Kyzyl and Elista in 2011–2020: A comparative analysis. New Research of Tuva. no. 2, pp. 34–52. (In Russ.) DOI: https://doi.org/10.25178/nit.2022.2.3

Anaiban, Z. V. (2016) Contemporary ethno-demographic characteristics of youth groups in Tuva and Khakassia. New Research of Tuva. no. 2, pp. 90–104. (In Russ.)

Arkhangelsky, V. N. (2019) Regional differentiation of fertility in Russia. In: Kozlova, O. A. (ed.) Socio-Economic and Demographic Aspects of the Implementation of National Projects in the Region. Proceedings of the 10th Ural Demographic Forum. In 2 vols. Yekaterinburg, Institute of Economics, Ural Branch of the Russian Academy of Sciences. Vol. 1. 434 p. P. 16–27. (In Russ.)

Arkhangelsky, V. N., Kozlova, O. A. and Kalachikova, O. N. (2023) Regional differences in fertility indicators in real cohorts in Russia (based on the 2020 population census data). Problemy sotsialnoi gigieny, zdravookhraneniya i istorii meditsiny. vol. 31, no. S2, pp. 1165–1170. (In Russ.) DOI: https://doi.org/10.32687/0869-866X-2023-31-s2-1165-1170

Arkhangelsky, V. N. and Fadeeva, T. A. (2022) Reserves for increasing fertility in Russia: On the methodology of assessment. Uroven zhizni naseleniya regionov Rossii. vol. 18, no. 2, pp. 162–176. (In Russ.) DOI: https://doi.org/10.19181/lsprr.2022.18.2.2

Akhmetova, G. F. (2022) Migration processes in national republics with different levels of human development (the case of Bashkortostan, Tatarstan and Tuva). New Research of Tuva. no. 2, pp. 53–69. (In Russ.) DOI: https://doi.org/10.25178/nit.2022.2.4

Bagirova, A. P., Bykova, D. G., Voroshilova, A. I., Shmarova, I. V. and Shubat, O. M. (2018) Fertility and Parenthood in Russia: Determinants and Regional Differentiation. Bagirova, A. P. (ed.). Yekaterinburg, Ural University Press. 157 p. (In Russ.)

Vakulenko, E. S., Ivashina, N. V. and Svistilnik, Ya. O. (2023) Regional maternity capital programmes: Impact on fertility in Russia. Ekonomika regiona. vol. 19, no. 4, pp. 1077–1092. (In Russ.) DOI: https://doi.org/10.17059/ekon.reg.2023-4-10

Vishnevsky, A. G. (1982) Population Reproduction and Society: History, Present, and a Look into the Future. Moscow, Finansy i statistika. 287 p. (In Russ.)

Gaifullin, A. Yu. (2022) Ethno-demographic characteristics of youth in the republics of Tuva and Bashkortostan. New Research of Tuva. no. 2, pp. 128–142. (In Russ.) DOI: https://doi.org/10.25178/nit.2022.2.9

Goncharova, G. S. and Saveliev, L. Ya. (2004) Family and Marital Relations among the Peoples of Siberia: Problems, Trends, Prospects. Popkov, Yu. V. (ed.). Novosibirsk, Nonparel. 288 p. (In Russ.)

Ildarkhanova, Ch. I., Ershova, G. N., Ershova, Yu. N. and Ibragimova, A. A. (2022) Economic factors of increasing fertility in the Volga Federal District: A retrospective analysis (2000–2020). MIR (Modernizatsiya. Innovatsii. Razvitie). vol. 13, no. 2, pp. 288–303. (In Russ.) DOI: https://doi.org/10.18184/2079-4665.2022.13.2.288-303

Kalachikova, O. N., Kozlova, O. A. and Arkhangelsky, V. N. (2022) Religious determinants of Russians’ reproductive intentions. Gosudarstvo, religiya, Tserkov v Rossii i za rubezhom. vol. 40, no. 4, pp. 105–138. (In Russ.) DOI: https://doi.org/10.22394/2073-7203-2022-40-4-105-138

Kalabikhina, I. E. and Kuznetsova, P. O. (2025) Parity progression in fertility in Russia. Demograficheskoe obozrenie. vol. 12, no. 2, pp. 108–131. (In Russ.) DOI: https://doi.org/10.17323/demreview.v12i2.27497

Kozlova, O. A., Makarova, N. M. and Arkhangelsky, V. N. (2024) Methodological approach to assessing factor influence on fertility in Russia. Uroven zhizni naseleniya regionov Rossii. vol. 20, no. 1, pp. 76–90. (In Russ.) DOI: https://doi.org/10.52180/1999-9836_2024_20_1_7_76_90

Kopylov, I. V. (2022) Factors and causes of fertility decline among the urban population of Krasnoyarsk Krai in the late 1950s — early 1990s. Vestnik Tomskogo gosudarstvennogo universiteta. no. 477, pp. 126–132. (In Russ.) DOI: https://doi.org/10.17223/15617793/477/14

Krasinets, E. S. and Shevtsova, T. V. (2021) On trends and problems of socio-demographic development of rural areas in Russia. Evraziiskoe nauchnoe ob’edinenie. no. 7–2 (77), pp. 92–94. (In Russ.) DOI: https://doi.org/10.5281/zenodo.5168565

Krivenko, N. V. (2021) The role of the healthcare system in developing favourable socio-demographic trends in Russia. Mezhdunarodnyi nauchno-issledovatelskii zhurnal. vol. 113, no. 11-3, pp. 169–173. (In Russ.) DOI: https://doi.org/10.23670/IRJ.2021.113.11.108

Loginov, V. G. (2022) Features of population reproduction in the Ural North. Ekonomika regiona. vol. 18, no. 3, pp. 699–713. (In Russ.) DOI: https://doi.org/10.17059/ekon.reg.2022-3-6

Mandyt, M. K. (2017) The Republic of Tuva as a region of sustainable natural population increase. Uspekhi sovremennogo estestvoznaniya. no. 7, pp. 91–95. (In Russ.)

Musin, E. R. (2024) Regional maternity capital in Russia: Analysis of differences in eligibility conditions, amount and target use. DEMIS. Demograficheskie issledovaniya. vol. 4, no. 3, pp. 37–48. (In Russ.) DOI: https://doi.org/10.19181/demis.2024.4.3.3

Nivorozhkina, L. I., Ovcharova, L. N. and Abazieva, K. G. (2010) Socio-economic factors of fertility growth in Russia. Vestnik Rostovskogo gosudarstvennogo ekonomicheskogo universiteta (RINKh). no. 2, pp. 12–21. (In Russ.)

Popova, L. A. (2022) Level and structure of fertility of the population of the Republic of Komi: Factors, trends, prospects. Problemy razvitiya territorii. vol. 26, no. 6, pp. 77–93. (In Russ.) DOI: https://doi.org/10.15838/ptd.2022.6.122.5

Rostovskaya, T. K., Arkhangelsky, V. N., Kuchmaeva, O. V. and Sudin, S. A. (2021) Factors of second-birth in contemporary Russia (analysis of a sociological survey). Problemy sotsialnoi gigieny, zdravookhraneniya i istorii meditsiny. vol. 29, no. 3, pp. 430–436. (In Russ.) DOI: https://doi.org/10.32687/0869-866X-2021-29-3-430-436

Rostovskaya, T. K., Zolotareva, O. A. and Davletshina, L. A. (2023) Features of fertility in the Republic of Tuva (1991–2021). New Research of Tuva. no. 2, pp. 34–49. (In Russ.) DOI: https://doi.org/10.25178/nit.2023.2.3

Rostovskaya, T. K., Sitkovsky, A. M. and Gishkaeva, L. N. (2025) Methodology and practice of demographic assessment using the example of the regional programme “Increasing Birth Rates in the Republic of Tuva for 2023–2025”. New Research of Tuva. no. 4, pp. 233–253. (In Russ.) DOI: https://doi.org/10.25178/nit.2025.4.13

Rybakovsky, L. L. and Fadeeva, T. A. (2024) Regional dynamics of fertility in Russia in the second fifteen years of the 21st century. Uroven zhizni naseleniya regionov Rossii. no. 2, pp. 271–281. (In Russ.) DOI: https://doi.org/10.52180/1999-9836_2024_20_2_10_271_281

Rybakovsky, O. L. and Tayunova, O. A. (2012) Factors of fertility growth in Russia in the second five-year period of the 21st century. Nauchnoe obozrenie. Ser. 2: Gumanitarnye nauki. no. 5, pp. 81–84. (In Russ.)

Sigareva, E. P. (2019) New trends in family relations: The view of North Caucasus youth. In: Ryazantsev, S. V., Gadzhimuradova, G. I. (eds.) Demographic and Migration Portrait of the Caucasus. Series “Demography. Sociology. Economy”. Vol. 5, no. 2. Moscow, Ekon-Inform. 258 p. P. 46–57. (In Russ.)

Sigareva, E. P., Sivoplyasova, S. Yu. (2019) Fertility and religiosity in Russia: Assessing the relationship. Logos et Praxis, no. 1 (18), pp. 104–115. (In Russ.) DOI: https://doi.org/10.15688/lp.jvolsu.2019.1.10

Sinelnikov, A. B. (2025) The impact of demographic policy on marriage and fertility in different cohorts of Russian men and women (based on census data). Zhenshchina v rossiyskom obshchestve, no. 4, pp. 83–101. (In Russ.) DOI: https://doi.org/10.21064/WinRS.2025.4.6

Sitkovsky, A. M. (2025) The impact of state agglomeration policy on the long-term trends in population size in Russia. Vestnik Rossiyskogo universiteta druzhby narodov. Seriya: Gosudarstvennoe i munitsipalnoe upravlenie, vol. 12, no. 3, pp. 375–385. (In Russ.) DOI: https://doi.org/10.22363/2312-8313-2025-12-3-375-385

Sitkovsky, A. M. and Delovarova, L. F. (2025) Settlement system of the Republic of Tuva: Key settlements. New Research of Tuva. no. 2, pp. 70–91. (In Russ.) DOI: https://doi.org/10.25178/nit.2025.2.4

Suknyova, S. A., Barashkova, A. S. and Postnikova, K. Yu. (2020) Fertility, number of children and family income: Trends and interrelations. Ekonomicheskie i sotsialnye peremeny: fakty, tendentsii, prognoz. vol. 13, no. 2, pp. 201–213. (In Russ.) DOI: https://doi.org/10.15838/esc.2020.2.68.13

Tinikova, E. E. (2019a) Age and sex structure of the population of the cities of Southern Siberia in the mid-20th — early 21st century. Genesis: istoricheskie issledovaniya. no. 2, pp. 74–87. (In Russ.) DOI: https://doi.org/10.25136/2409-868X.2019.2.29163

Tinikova, E. E. (2019b) Marriage and divorce rates of the population of the cities of Southern Siberia in the mid-20th — early 21st century. Genesis: istoricheskie issledovaniya. no. 9, pp. 81–92. (In Russ.) DOI: https://doi.org/10.25136/2409-868X.2019.9.30599

Filimonova, I. V., Ivershin, A. V., Komarova, A. V. and Krivosheeva, O. I. (2023) Factors influencing the decision to have a child and the number of children among women in Russia. Narodonaselenie. vol. 26, no. 1, pp. 55–69. (In Russ.) DOI: https://doi.org/10.19181/population.2023.26.1.5

Adserà, A. (2011) Where Are the Babies? Labor Market Conditions and Fertility in Europe. European Journal of Population, vol. 27, no. 1, pp. 1–32. DOI: https://doi.org/10.1007/s10680-010-9222-x

Balbo, N., Billari, F. C. and Mills, M. (2013) Fertility in Advanced Societies: A Review of Research. European Journal of Population, vol. 29, no. 1, pp. 1–38. DOI: https://doi.org/10.1007/s10680-012-9277-y

Becker, G. S. (1960) An Economic Analysis of Fertility. In: Demographic and Economic Change in Developed Countries / ed. by the National Bureau of Economic Research. New York, Columbia University Press. 536 p. Pp. 209–240.

Bergsvik, J. (2020) Linking Neighbors’ Fertility: Third Births in Norwegian Neighborhoods. Comparative Population Studies, no. 45, pp. 359–394. DOI: https://doi.org/10.12765/CPoS-2020-21

Billingsley, S. (2010) The Post-Communist Fertility Puzzle. Population Research and Policy Review, vol. 29, no. 2, pp. 193–231. DOI: https://doi.org/10.1007/s11113-009-9136-7

Kulu, H. (2013) Why Do Fertility Levels Vary between Urban and Rural Areas? Regional Studies, vol. 47, no. 6, pp. 895–912. DOI: https://doi.org/10.1080/00343404.2011.581276

Kulu, H. and Vikat, A. (2007) Fertility differences by housing type: The effect of housing conditions or of selective moves? Demographic Research, vol. 17, no. 26, pp. 775–802. DOI: https://doi.org/10.4054/DemRes.2007.17.26

Matysiak, A., Sobotka, T. and Vignoli, D. (2021) The Great Recession and Fertility in Europe: A Sub-national Analysis. European Journal of Population, vol. 37, pp. 29–64. DOI: https://doi.org/10.1007/s10680-020-09556-y

Matysiak, A. and Vignoli, D. (2008) Fertility and Women’s Employment: A Meta-analysis. European Journal of Population, vol. 24, no. 4, pp. 363–384. DOI: https://doi.org/10.1007/s10680-007-9146-2

Rindfuss, R. R., Guilkey, D. K., Morgan, S. P., Kravdal, Ø. and Guzzo, K. B. (2007) Child care availability and first-birth timing in Norway. Demography, vol. 44, no. 2, pp. 345–372. DOI: https://doi.org/10.1353/dem.2007.0017

Sinyavskaya, O. and Billingsley, S. (2015) The importance of job characteristics to women’s fertility intentions and behavior in Russia. Genus, vol. 71, no. 1, pp. 23–59. DOI: https://doi.org/10.4402/genus-542

Sobotka, T., Skirbekk, V. and Philipov, D. (2011) Economic Recession and Fertility in the Developed World. Population and Development Review, vol. 37, no. 2, pp. 267–306. DOI: https://doi.org/10.1111/j.1728-4457.2011.00411.x

Vogl, T. S. (2016) Differential Fertility, Human Capital, and Development. The Review of Economic Studies, vol. 83, no. 1, pp. 365–401. DOI: https://doi.org/10.1093/restud/rdv026

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Published

01.09.2026

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Section

Tuva yesterday, today, tomorrow

How to Cite

Ситковский А. М. Корреляционный анализ влияния отдельных социально-экономических показателей на рождаемость Тувы (1990–2024 гг.) // Новые исследования Тувы. 2026. № 3. С. 254-271. DOI: https://doi.org/10.25178/nit.2026.3.15

For citation:
Sitkovskiy A. M. Correlation Analysis of the Impact of Selected Socio-Economic Indicators on Fertility in Tuva (1990‑2024). New Research of Tuva, 2026, no. 3, pp. 254-271. (In Russ.) DOI: https://doi.org/10.25178/nit.2026.3.15

Author Biography

  • Arseniy M. Sitkovskiy RUDN University; Federal Research Sociological Center, Russian Academy of Sciences

    Junior researcher, Research Laboratory «Dynamics of Languages ​​in Minority Situations», RUDN University;

    Researcher, Laboratory of Digital Demography, Federal Research Sociological Center of the Russian Academy of Sciences. 

    Postal addresses: 6 Miklukho-Maklaya St., 117198, Russia, Moscow; 6k1 Fotiyevoy St., 119333, Russia, Moscow. 

    E-mail: omnistat@yandex.ru

Supporting Agencies

The study was supported by the Russian Science Foundation grant No. 25-78-30004 “Digital Demographic Observatory: Development of a System for Monitoring Demographic Processes in Russian Regions Using GIS Technologies and Big Data”, https://rscf.ru/project/25-78-30004/.

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