Health poverty, educational capital and industrial integration of rural households
An empirical study based on micro-data
Keywords:
education, eempirical study, health economy, human capital, industrial integration, ranking importanceAbstract
Industrial integration provides an important tool to promote the revitalization of rural industries and is an effective way to promote sustainable income growth for farmers and to build a well-off society. The main implementer of rural industrial integration are individual farmers. The fundamental state of life of the farm households determines the implement ability of industrial farming cooperation. The development of rural industries has played an irreplaceable role in the process of poverty eradication in China. Promoting the integration of the three rural industries can play an important role in consolidating the fight against poverty and bridging the stage of rural revitalization to continuously play a role in the development of rural industries and lay the foundation for the smooth implementation of rural revitalization. Whereas human capital was one of the important perspectives in studying the integration of three rural industries, the relationship between human capital in education and the integration of three rural industries was empirically analyzed based on data from the China Household Tracking Survey (CFPS). With the help of a Random Forest model algorithm, the importance of key elements affecting the integration of rural industries was measured and ranked.
Downloads
References
Albert, B. (2022). Poverty Among the Landless Agricultural Labourers in Eral Taluk, Thoothukudi District. International Journal of Health Sciences, I, 5790–5795. https://doi.org/10.53730/ijhs.v6nS1.6160
Amarneh, B. H., & Obeidat, A. S. (2022). Impact of the COVID-19 pandemic on the mental health of midwives: North of Jordan. International Journal of Health Sciences, 6(3), 1348–1364. https://doi.org/10.53730/ijhs.v6n3.12440
Arunrat, N., Pumijumnong, N., Sereenonchai, S., Chareonwong, U., & Wang, C. (2021). Comparison of GHG emissions and farmers’ profit of large-scale and individual farming in rice production across four regions of Thailand. Journal of Cleaner Production, 278, 123945. https://doi.org/10.1016/j.jclepro.2020.123945
Baeten, S., Van Ourti, T., & van Doorslaer, E. (2013). Rising inequalities in income and health in China: Who is left behind? Journal of Health Economics, 32(6), 1214–1229. https://doi.org/10.1016/j.jhealeco.2013.10.002
Bean, N., Davidson, P., & Neale-McFall, C. (n.d.). Development and Evaluation of an Interprofessional Education Course on Integrated Health Care for Nutrition, Public Health, School Counseling, and Social Work Graduate Students. International Journal of Health Sciences Education, 9(1), Interprofessional-education.
Bhuiyan, M. A., Dinçer, H., Yüksel, S., Mikhaylov, A., Danish, M. S. S., Pinter, G., Uyeh, D. D., & Stepanova, D. (2022). Economic indicators and bioenergy supply in developed economies: QROF-DEMA℡ and random forest models. Energy Reports, 8, 561–570. https://doi.org/10.1016/j.egyr.2021.11.278
Bindi, L., Conti, M., & Belliggiano, A. (2022). Sense of Place, Biocultural Heritage, and Sustainable Knowledge and Practices in Three Italian Rural Regeneration Processes. Sustainability, 14(8), 4858.
Bordiuk, O., Shpylovyi, Y., Tkachenko, L., Khyshchenko, O., Yushchenko, A., & Slaboshevska, T. (2022). Method of forming professional competencies future teacher for labor education. International Journal of Health Sciences, 6(1), 366–377. https://doi.org/10.53730/ijhs.v6n1.4488
Bourdin, S., Jeanne, L., Nadou, F., & Noiret, G. (2021). Does lockdown work? A spatial analysis of the spread and concentration of Covid-19 in Italy. Regional Studies, 55(7), 1182-1193.
Burdette, A. M., Hill, T. D., & Hale, L. (2011). Household disrepair and the mental health of low-income urban women. Journal of Urban Health, 88(1), 142-153.
Čadil, J., Petkovová, L., & Blatná, D. (2014). Human capital, economic structure and growth. Procedia economics and finance, 12, 85-92. https://doi.org/10.1016/S2212-5671(14)00323-2
Cedeño, M. D., Baez, A. A. L., Alvia, A. M. M., & Quijije, E. M. M. (n.d.). Socioeconomic Factors and Their Relationship with Nutritional Status in Children Under 3 Years of Age in Jipijapa. International Journal of Health Sciences, 6(1), 497–508. https://doi.org/10.53730/ijhs.v6n1.6018
Citrawathi, D. M., Sudiana, I. K., Rediani, N. N., Widiastuti, N. P. K., & Widiana, I. W. (2022). Batik module: Health-integrated thematic and its impact on understanding of the concept and behavior of clean and healthy living. International Journal of Health Sciences, 6(2), 563–576. https://doi.org/10.53730/ijhs.v6n2.6796
Darmayanti, P. A. R., Januraheni, N. L. P., & Nugraeni, D. W. (2020). Doula assistance on anxiety and duration of giving birth in normal mother giving birth. International Journal of Health Sciences, 4(3), 39–48. https://doi.org/10.29332/ijhs.v4n3.455
Disha, R. A., & Waheed, S. (2022). Performance analysis of machine learning models for intrusion detection system using Gini Impurity-based Weighted Random Forest (GIWRF) feature selection technique. Cybersecurity, 5(1), 1-22.
Ekaputri, D. S., Sukmawati, M., Putra, P. J., Kardana, I. M., & Artana, I. W. D. (2020). Characteristics of referral neonates in Sanglah Hospital: Reviewed from the S.T.A.B.L.E program. International Journal of Health Sciences, 4(2), 31–39. https://doi.org/10.29332/ijhs.v4n2.447
Gerhart, B., & Feng, J. (2021). The Resource-Based View of the Firm, Human Resources, and Human Capital: Progress and Prospects. Journal of Management, 47(7), 1796–1819.
Gueddari, H., Akodad, M., Baghour, M., Moumen, A., Skalli, A., Chahban, M., Azizi, G., Hmeid, H. A., Maach, M., & Riouchi, R. (n.d.). Assessment of potential contamination of groundwater in abandoned mining region of Ben Taieb, Northeastern Morocco using statistical studies. International Journal of Health Sciences, III, 4121–4133.
Guo, Y., & Liu, Y. (2022). Sustainable poverty alleviation and green development in China’s underdeveloped areas. Journal of Geographical Sciences, 32(1), 23–43.
Hannan, M., Notobroto, H. B., Hargono, R., Hidayat, S., Afiyah, R. K., & Hasina, S. N. (2022). The effect of health worker support and self-efficacy on self-care agency of lepers in Indonesia. International Journal of Health Sciences, 6(3), 1240–1248. https://doi.org/10.53730/ijhs.v6n3.11988
Haolai, S. (n.d.). Identity Politics in Northeast India. International Journal of Health Sciences, II, 4366–4371.
Jani, J. R., & Subagio, E. A. (2021). Managing the penetrated traumatic spinal injury by an airgun shot: A case report from Dr. Soetomo Hospital, Surabaya, Indonesia. International Journal of Health Sciences, 5(1), 46–52. https://doi.org/10.29332/ijhs.v5n1.1082
Jeyaramya, M. (n.d.). Barriers and Challenges-agricultural Marketing of the Produce Faced by the Farmers in Tamilnadu. International Journal of Health Sciences, V, 1055–1061.
Kagamimori, S., Gaina, A., & Nasermoaddeli, A. (2009). Socioeconomic status and health in the Japanese population. Social Science & Medicine, 68(12), 2152–2160. https://doi.org/10.1016/j.socscimed.2009.03.030
Kelsey, K. S., Kirkley, B. G., De Vellis, R. F., Earp, J. A., Ammerman, A. S., Keyserling, T. C., Shannon, J., & Simpson, R. J., Jr. (1996). Social support as a predictor of dietary change in a low-income population. Health Education Research, 11(3), 383–395.
Kiani, A. K., Sardar, A., Khan, W. U., He, Y., Bilgic, A., Kuslu, Y., & Raja, M. A. Z. (2021). Role of Agricultural Diversification in Improving Resilience to Climate Change: An Empirical Analysis with Gaussian Paradigm. Sustainability, 13(17), 9539. https://doi.org/10.3390/su13179539
Kim, A. J., & Ko, E. (2012). Do social media marketing activities enhance customer equity? An empirical study of luxury fashion brand. Journal of Business research, 65(10), 1480-1486. https://doi.org/10.1016/j.jbusres.2011.10.014
Koišová, E., Masárová, J., & Ivanová, E. (2021). Socio-demographic potential of human resources in the Visegrad regions. Journal of Business Economics and Management, 22(4), 1026–1046. https://doi.org/10.3846/jbem.2021.14541
Komilova, N. K., Rakhimova, T., Allaberdiev, R. K., Mirzaeva, G. S., & Egamberdiyeva, U. T. (2021). Ecological situation: The role of education and spirituality in improving health of population. International Journal of Health Sciences, 5(3), 302–312. https://doi.org/10.53730/ijhs.v5n3.1512
Kronenberg, K., & Fuchs, M. (2021). The socio-economic impact of regional tourism: An occupation-based modelling perspective from Sweden. Journal of Sustainable Tourism, 0(0), 1–21.
Kusumajaya, A. A. N. (2021). Individual and social environmental factor as risk factor of BMI-for-age in school children. International Journal of Health Sciences, 5(2), 89–98. https://doi.org/10.29332/ijhs.v5n2.1242
Layuk, N., Wahyuni, S., & Arifuddin, S. (2021). Differences of heparin binding protein levels in preeclampsian and non preeclampsian women. International Journal of Health Sciences, 5(2), 62–70. https://doi.org/10.29332/ijhs.v5n2.1199
Lesyk, A., Shvets, M., Protsenko, A., Kononenko, N., & Khoroshev, O. (2022). Technology of critical thinking development as forming tools for teacher professional competencies in pandemic. International Journal of Health Sciences, 6(1), 81–91. https://doi.org/10.53730/ijhs.v6n1.3281
Liu, C., Cui, L., & Li, C. (2022). Impact of Environmental Regulation on the Green Total Factor Productivity of Dairy Farming: Evidence from China. Sustainability, 14(12), 7274.
Loccoh, E., Joynt Maddox, K. E., Xu, J., Shen, C., Figueroa, J. F., Kazi, D. S., Yeh, R. W., & Wadhera, R. K. (2021). Rural-Urban Disparities In All-Cause Mortality Among Low-Income Medicare Beneficiaries, 2004–17: Study examines all-cause mortality rates for rural and urban low-income Medicare beneficiaries dually enrolled in Medicaid. Health Affairs, 40(2), 289–296.
Loor, J. M. Q., Mera, J. L. A., Moreno, L. A. C., Palma, J. K. T., & Montes, L. C. Z. (2020). Neuroscience: Alloy for early childhood education. International Journal of Health Sciences, 4(1), 25–32. https://doi.org/10.29332/ijhs.v4n1.421
Manrique, E. T. M., Cardero, D. D. H., & Ayón, R. de la P. (2020). Study on responsible sexual behavior in volleyball players. International Journal of Health Sciences, 4(1), 33–39. https://doi.org/10.29332/ijhs.v4n1.422
Mashudi, S., Sansuwito, T. B., Sulaiman, T. N. S., Putri, D. R., & Hariyatmi, H. (2022). Effects of Konjac Glucomannan on indicators of metabolic syndrome in adults with schizophrenia: A preliminary study. International Journal of Health Sciences, 6(3), 1444–1451. https://doi.org/10.53730/ijhs.v6n3.12873
Mataram, I. K. A. (2020). Behavior of the household mother availability and consumption of iodium salt and its impact on IDD. International Journal of Health Sciences, 4(3), 1–9. https://doi.org/10.29332/ijhs.v4n3.448
McInnis, M. G., & Merajver, S. D. (2011). Global mental health: Global strengths and strategies: Task-shifting in a shifting health economy. Asian Journal of Psychiatry, 4(3), 165-171. https://doi.org/10.1016/j.ajp.2011.06.002
Mossey, J. M., & Shapiro, E. (1982). Self-rated health: A predictor of mortality among the elderly. American Journal of Public Health, 72(8), 800–808.
Mudita, I. W., Yudana, I. M., Natajaya, I. N., & Ariawan, I. P. W. (2022). The influence of organizational culture, work motivation, work discipline, and work ethic on the performance of Widyaiswara human resources development agency of Bali Province. International Journal of Health Sciences, 6(2), 719–737. https://doi.org/10.53730/ijhs.v6n2.7937
Nataliia, V., Barzylovych, A., Zabolotna, A., Boiko, M., & Rybchych, I. (2021). Healthcare facilities management in digitalization context. International Journal of Health Sciences, 5(3), 429-440.
Nataliia, V., Barzylovych, A., Zabolotna, A., Boiko, M., & Rybchych, I. (2021). Healthcare facilities management in digitalization context. International Journal of Health Sciences, 5(3), 429–440. https://doi.org/10.53730/ijhs.v5n3.1773
Nina, L., Yuzkiv, H., Yanchytska, K., Oksana, N., & Batchenko, L. (2022). Modern learning models through teacher and student dynamic interaction in HEI towards COVID-19 pandemic condition. International Journal of Health Sciences, 6(1), 234–243. https://doi.org/10.53730/ijhs.v6n1.3870
Ovdiyenko, I., Chausova, T., Oleksandra, B., Liudmyla, V., & Olena, G. (2022). Impact of the COVID-19 pandemic on academic, social, emotional, and behavioral changes in university students. International Journal of Health Sciences, 6(2), 832–845. https://doi.org/10.53730/ijhs.v6n2.8392
Pham, T. A., & Tran, V. Q. (2022). Developing random forest hybridization models for estimating the axial bearing capacity of pile. Plos One, 17(3), e0265747.
Pierce, M., Hope, H., Ford, T., Hatch, S., Hotopf, M., John, A., Kontopantelis, E., Webb, R., Wessely, S., & McManus, S. (2020). Mental health before and during the COVID-19 pandemic: A longitudinal probability sample survey of the UK population. The Lancet Psychiatry, 7(10), 883–892. https://doi.org/10.1016/S2215-0366(20)30308-4
Polcyn, J. (2021). Eco-Efficiency and Human Capital Efficiency: Example of Small- and Medium-Sized Family Farms in Selected European Countries. Sustainability, 13(12), 6846. https://doi.org/10.3390/su13126846
Ratini, N. N., Yuliara, I. M., & Windaryoto, W. (2020). Anode heel effect application with step wedge against effect of signal to noise ratio in computed radiography. International Journal of Health Sciences, 4(3), 75–82. https://doi.org/10.29332/ijhs.v4n3.467
Ridei, N., Tytova, N., Kanova, L., Panchenko, L., & Slonovska, O. (2022). Quality and life safety aspects in the educational policy of Ukrainian educational institutions. International Journal of Health Sciences, 6(2), 1035–1045. https://doi.org/10.53730/ijhs.v6n2.10678
Roman, M., Bhatta, K., Roman, M., & Gautam, P. (2021). Socio-Economic Factors Influencing Travel Decision-Making of Poles and Nepalis during the COVID-19 Pandemic. Sustainability, 13(20), 11468.
Sembiring, S. M. br. (2020). Effectiveness combination breast care of with lavender aromatherapy towards breast milk production in postpartum women. International Journal of Health Sciences, 4(3), 93–98. https://doi.org/10.29332/ijhs.v4n3.475
Sembiring, T. B., Maruf, I. R., Susilo, C. B., Hidayatulloh, A. N., & Bangkara, B. M. A. S. A. (2022). Health literacy study on approaching forest and boosting immune system strategy. International Journal of Health Sciences, 6(1), 40–49. https://doi.org/10.53730/ijhs.v6n1.3145
Sequera, D. M. (2022). Language acquisition processes and their theoretical conceptions from an affective perspective in a family context. International Journal of Health Sciences, 6(2), 519–532. https://doi.org/10.53730/ijhs.v6n2.6709
Sharma, M., Singh, S., & Soni, K. K. (2022). Multiple Water Source Use in Rural Area: Are Households Having the Safest Option for Drinking? Galore International Journal of Health Sciences and Research, 7(1), 33–38.
Shevchuk, V., Vlasova, O., Zaika, V., Morgun, V., & Kaliuzhna, Y. (2022). Psychological and pedagogical support for the quality of life of persons with disabilities. International Journal of Health Sciences, 6(2), 1108–1122. https://doi.org/10.53730/ijhs.v6n2.11330
Shim, S. O., Alkinani, M. H., Hussain, L., & Aziz, W. (2022). Feature ranking importance from multimodal radiomic texture features using machine learning paradigm: A biomarker to predict the lung cancer. Big Data Research, 100331. https://doi.org/10.1016/j.bdr.2022.100331
Sikkema, K. J., Kelly, J. A., Winett, R. A., Solomon, L. J., Cargill, V. A., Roffman, R. A., McAuliffe, T. L., Heckman, T. G., Anderson, E. A., & Wagstaff, D. A. (2000). Outcomes of a randomized community-level HIV prevention intervention for women living in 18 low-income housing developments. American Journal of Public Health, 90(1), 57.
Sribna, Y., Borysova, T., Savenko, I., Kaliazin, Y., Tytarenko, V., & Svyrydiuk, N. (2022). Labor training in design and technological activities of students. International Journal of Health Sciences, 6(1), 267–276. https://doi.org/10.53730/ijhs.v6n1.4015
Stepanets, I., Bieliaiev, S., Mordovtseva, N., Ilina, O., & Potapova, N. (2022). Pedagogical foundations of the problem of forming communicative competence of future elementary school teachers. International Journal of Health Sciences, 6(2), 907–919. https://doi.org/10.53730/ijhs.v6n2.8772
Suryasa, I. W., Rodríguez-Gámez, M., & Koldoris, T. (2021). The COVID-19 pandemic. International Journal of Health Sciences, 5(2), vi–ix. https://doi.org/10.53730/ijhs.v5n2.2937
Suryasa, I. W., Rodríguez-Gámez, M., & Koldoris, T. (2022). Post-pandemic health and its sustainability: Educational situation. International Journal of Health Sciences, 6(1), i–v. https://doi.org/10.53730/ijhs.v6n1.5949
Suryasa, I. W., Rodríguez-Gámez, M., Herrera, M. R., & Koldoris, T. (2022). Impact of erythropoietin on arterial hypertension. International Journal of Health Sciences, 6(2), vi–x. https://doi.org/10.53730/ijhs.v6n2.11838
Sutthikun, W., Poramatworachote, P., Yamkamang, T., & Sunkolkit, S. (2022). Household financial management in rural village of Thailand during pandemic crisis based on sufficiency economy philosophy. International Journal of Health Sciences, 6(2), 1097–1107. https://doi.org/10.53730/ijhs.v6n2.11019
Suwananta, I. M., Nesa, N. N. M., Karyana, I. P. G., & Putra, I. G. N. S. (2020). Toilet training and less fiber consumption as risk factors of constipation in preschool children. International Journal of Health Sciences, 4(3), 83–92. https://doi.org/10.29332/ijhs.v4n3.474
Tolmacheva, S., Tkachev, A., & Shamshin, M. (2021). The impact of the pandemic on moral panics in society. International Journal of Health Sciences, 5(3), 232–243. https://doi.org/10.53730/ijhs.v5n3.1485
Tri, N. M., Ngoc, L. Q., & Dung, N. T. (2022). Education and training development: The case of Ho Chi Minh City, Vietnam. International Journal of Health Sciences, 6(1), 438–448. https://doi.org/10.53730/ijhs.v6n1.4765
Uhlmann, I. R., & Frazzon, E. M. (2018). Production rescheduling review: Opportunities for industrial integration and practical applications. Journal of manufacturing systems, 49, 186-193. https://doi.org/10.1016/j.jmsy.2018.10.004
Varshney, G. P., Varshney, S., Varshney, A. R., Varshney, A., & Dayal, A. (n.d.). Study of Indications, Techniques and Results of Operations on the Sympathetic Nervous System. International Journal of Health Sciences, I, 5107–5114.
Velázquez, M. del R. H., Báez, A. A. L., Pérez, A. M., & Luna, A. A. (2021). Educational innovation in the comprehensive training of nursing graduates. International Journal of Health Sciences, 5(1), 20–28. https://doi.org/10.29332/ijhs.v5n1.700
Wu, L., & Kim, S. K. (2021). Health outcomes of urban green space in China: Evidence from Beijing. Sustainable Cities and Society, 65, 102604. https://doi.org/10.1016/j.scs.2020.102604
Xie, H., & Huang, Y. (2021). Influencing factors of farmers’ adoption of pro-environmental agricultural technologies in China: Meta-analysis. Land Use Policy, 109, 105622. https://doi.org/10.1016/j.landusepol.2021.105622
Xue, E., Li, J., & Li, X. (2021). Sustainable Development of Education in Rural Areas for Rural Revitalization in China: A Comprehensive Policy Circle Analysis. Sustainability, 13(23), 13101.
Yusuf, H., Subardhini, M., Andari, S., Ganti, M., Esterilita, M., & Fahrudin, A. (2022). Role of family and community support in the eliminating restraint of persons with mental illness. International Journal of Health Sciences, 6(2), 987–1000. https://doi.org/10.53730/ijhs.v6n2.9697
Zhang, R., He, Y., Cui, W., Yang, Z., Ma, J., Xu, H., & Feng, D. (2022). Poverty-Returning Risk Monitoring and Analysis of the Registered Poor Households Based on BP Neural Network and Natural Breaks: A Case Study of Yunyang District, Hubei Province. Sustainability, 14(9), 5228. https://doi.org/10.3390/su14095228
Published
How to Cite
Issue
Section
Copyright (c) 2022 International journal of health sciences
![Creative Commons License](http://i.creativecommons.org/l/by-nc-nd/4.0/88x31.png)
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Articles published in the International Journal of Health Sciences (IJHS) are available under Creative Commons Attribution Non-Commercial No Derivatives Licence (CC BY-NC-ND 4.0). Authors retain copyright in their work and grant IJHS right of first publication under CC BY-NC-ND 4.0. Users have the right to read, download, copy, distribute, print, search, or link to the full texts of articles in this journal, and to use them for any other lawful purpose.
Articles published in IJHS can be copied, communicated and shared in their published form for non-commercial purposes provided full attribution is given to the author and the journal. Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
This copyright notice applies to articles published in IJHS volumes 4 onwards. Please read about the copyright notices for previous volumes under Journal History.