The existing studies on the association between the built environment and health mainly concentrates on urban areas, while rural communities in China have a huge demand for a healthy built environment, and research in this area remains insufficient. There is a lack of research on the health impact of the built environment in rural communities in China, where there is a significant demand for advancements in the healthy built environment. Exploring the Influence of built environment satisfaction on self-rated health outcomes in New-type village communities has positive significance for advancing research on healthy village community. This paper selects four new-type village communities as typical cases, which are located in the far suburbs of Shanghai, China. A questionnaire survey was conducted on individual villagers, and 223 valid questionnaire samples were obtained. A PLS-SEM model was developed using survey data to examine how built environment satisfaction influences dwellers’ self-rated health while taking into account the mediating function of the perceived social environment. Moreover, multi-group analysis was performed based on age. The results show that built environment satisfaction indirectly influences residents self-rated health through its impact on perceived social environment. The research also discovered that the relationship between built environment satisfaction, social environment satisfaction and self-rated health is not influenced by age as a moderating factor. The research offers new insights for the planning and design of new-type village community from a health perspective.

Adriaanse, C.M. (2007). Measuring residential satisfaction: a residential environmental satisfaction scale (RESS). Journal of Housing and the Built Environment, 22(3), 287–304.

Afthanorhan, W. M. A. B. W. (2014). Hierarchical component using reflective-formative measurement model in partial least square structural equation modeling (Pls-Sem). International Journal of Mathematics, 2(2), 33–49.

Aguirre-Urreta, M. I., Hu, J. (2019). Detecting common method bias: Performance of the Harman’s single-factor test. ACM SIGMIS Database: the DATABASE for Advances in Information Systems, 50(2), 45–70.

Ahmad, F., Jhajj, A. K., Stewart, D. E., et al. (2014). Single item measures of self-rated mental health: a scoping review. BMC health services research, 14(1), 1–11.

Alvarez-Galvez, J., Rodero-Cosano, M. L., Motrico, E., et al. (2013). The impact of socio-economic status on self-rated health: Study of 29 countries using European social surveys (2002–2008). International journal of environmental research and public health, 10(3), 747–761.

Au, N., Johnston, D. W. (2014). Self-assessed health: what does it mean and what does it hide? Social science & medicine, 121, 21–28.

Bailis, D. S., Segall, A., Chipperfield, J. G. (2003). Two views of self-rated general health status. Social science & medicine, 56(2), 203–217.

Blackman, T., Harvey, J., Lawrence, M., Simon, A. (2001). Neighbourhood renewal and health: evidence from a local case study. Health & place, 7(2), 93–103.

Bombak, A. E. (2013). Self-rated health and public health: a critical perspective. Frontiers in public health, 1, 15.

Bonaccorsi, G., Milani, C., Giorgetti, D., et al. (2023). Impact of Built Environment and Neighborhood on Promoting Mental Health, Well-being, and Social Participation in Older People: an Umbrella Review. Annali di Igiene, Medicina Preventiva e di Comunita, 35(2).

Buckley, T. D. (2022). A scoping review of psychological sense of community among community-dwelling older adults. International Journal of Environmental Research and Public Health, 19(14), 8395.

Cachioni, M., Cipolli, G. C., Borim, F. S. A., et al. (2021). Factors associated with positive self-rated health: comparing older adults in Brazil and in Portugal. Frontiers in Public Health, 9, 650294.

Cai, J., Coyte, P. C., Zhao, H. (2017). Determinants of and socio-economic disparities in self-rated health in China. International Journal for Equity in Health, 16(1), 1–27.

Cai, Z., Guan, C., Trinh, A., et al. (2022). Satisfactions on Self-Perceived Health of Urban Residents in Chengdu, China: Gender, Age and the Built Environment. Sustainability, 14(20), 13389.

Cerletti, P., Eze, I. C., Keidel, D., et al. (2021). Perceived built environment, health-related quality of life and health care utilization. Plos one, 16(5), e0251251.

Chai, L. (2023). Unpacking the association between length of residence and health among immigrants in Canada: A moderated mediation approach. Journal of Immigrant and Minority Health, 25(1), 38–49.

Chin, W. W. (1998). The partial least squares approach to structural equation modeling. Modern methods for business research, 295(2), 295–336.

Choi, Y. J. (2020). Age-friendly features in home and community and the self-reported health and functional limitation of older adults: The role of supportive environments. Journal of Urban Health, 97(4), 471–485.

Cislaghi, B., Cislaghi, C. (2019). Self-rated health as a valid indicator for health-equity analyses: evidence from the Italian health interview survey. BMC Public Health, 19(1), 1–13.

Clark, L. A., Watson, D. (1995). Constructing validity: basic issues in objective scale development. Psychological Assessment, 7(3), 309–319.

Dai, Y., Zhang, C. Y., Zhang, B. Q., et al. (2016). Social support and the self-rated health of older people: A comparative study in Tainan Taiwan and Fuzhou Fujian province. Medicine, 95(24).

Dendup, T., Astell-Burt, T., Feng, X. (2019). Residential self-selection, perceived built environment and type 2 diabetes incidence: a longitudinal analysis of 36,224 middle to older age adults. Health & place, 58, 102154.

Dendup, T., Feng, X., O’Shaughnessy, P., Astell-Burt, T. (2021). Perceived built environment and type 2 diabetes incidence: exploring potential mediating pathways through physical and mental health, and behavioural factors in a longitudinal study. Diabetes Research and Clinical Practice, 176, 108841.

Ding, D., Sallis, J. F., Norman, G. J., et al. (2015). Objective and subjective measures of neighborhood environment (NE): relationships with transportation physical activity among older persons. International Journal of Behavioral Nutrition and Physical Activity, 12(1), 1–11.

Domenech-Abella, J., Mundo, J., Leonardi, M., et al. (2020). Loneliness and depression among older European adults: The role of perceived neighborhood built environment. Health & place, 62, 102280.

Dong, W., Wan, J., Xu, Y., et al. (2017). Determinants of self-rated health among shanghai elders: a cross-sectional study. BMC Public Health, 17(1), 1–12.

Ehsan, A., Klaas, H. S., Bastianen, A., Spini, D. (2019). Social capital and health: A systematic review of systematic reviews. SSM-population health, 8, 100425.

Ellaway, A., Macintyre, S., Kearns, A. (2001). Perceptions of place and health in socially contrasting neighbourhoods. Urban studies, 38(12), 2299–2316.

Fakih, K., Assaker, G., Assaf, A. G., Hallak, R. (2016). Does restaurant menu information affect customer attitudes and behavioral intentions? A cross-segment empirical analysis using PLS-SEM. International Journal of Hospitality Management, 57, 71–83.

Fornell, C., Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of marketing research, 18(1), 39–50.

Forrest, R., Kearns, A. (2001). Social cohesion, social capital and the neighbourhood. Urban studies, 38(12), 2125–2143.

Gardener, A. C., Oliveira, A. F. (2020). The impact of the built environment on health behaviours and outcomes: a scoping review. Public health reviews, 41(1), 1–18. doi: 10.1186/s40985-020-00128-w

Gelormino, E., Melis, G., Marietta, C., Costa, G. (2015). From built environment to health inequalities: An explanatory framework based on evidence. Preventive medicine reports, 2, 737–745.

Gu, J., Ming, X. (2021). The influence of living conditions on self-rated health: evidence from China. International Journal of Environmental Research and Public Health, 18(17), 9200.

Guo, Y., Liu, Y., Lu, S., et al. (2021). Objective and perceived built environment, sense of community, and mental wellbeing in older adults in Hong Kong: A multilevel structural equation study. Landscape and Urban Planning, 209, 104058.

Gyasi, R. M., Yeboah, A. A., Mensah, C. M., et al. (2019). Neighborhood, social isolation and mental health outcome among older people in Ghana. Journal of Affective Disorders, 259, 154–163.

Hair Jr, J. F., Sarstedt, M., Ringle, C. M., Gudergan, S. P. (2017). Advanced Issues in Partial Least Squares Structural Equation Modeling. SAGE Publications.

Hair, J. F., Risher, J. J., Sarstedt, M., Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European business review, 31(1), 2–24.

Hair, J.F., Black, W.C., Babin, B.J. Anderson, R.E. (2010). Multivariate Data Analysis. 7th Edition, Pearson, New York.

Hair, J.F., Hult, G.T.M., Ringle, C.M., et al. (2021). An Introduction to Structural Equation Modeling. In: Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R. Classroom Companion: Business. Springer, Cham.

Hajrasoulih, A., del Rio, V., Francis, J., Edmondson, J. (2018). Urban form and mental wellbeing: Scoping a theoretical framework for action. Journal of Urban Design and Mental Health, 5(10).

Hamplová, D., Klusáček, J., Mráček, T. (2022). Assessment of self-rated health: The relative importance of physiological, mental, and socioeconomic factors. PLoS One, 17(4), e0267115.

Henseler, J., Ringle, C. M., Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the academy of marketing science, 43, 115–135.

Hill-Briggs, F., Adler, N. E., Berkowitz, S. A., et al. (2021). Social determinants of health and diabetes: a scientific review. Diabetes care, 44(1), 258.

Hoehner, C. M., Ramirez, L. K. B., Elliott, M. B., et al. (2005). Perceived and objective environmental measures and physical activity among urban adults. American journal of preventive medicine, 28(2), 105–116.

Hu, L. T., Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural equation modeling: a multidisciplinary journal, 6(1), 1–55.

Huang, L., Said, R., Goh, H. C., Cao, Y. (2023). The Residential Environment and Health and Well-Being of Chinese Migrant Populations: A Systematic Review. International journal of environmental research and public health, 20(4), 2968.

Huang, Y., Fang, Y. (2021). The impact of built environment on residents self-rated health: A case study of Chengdu. Habitat International, 114, 102349.

Huebner, G. M., Oreszczyn, T., Direk, K., Hamilton, I. (2022). The relationship between the built environment and subjective wellbeing–analysis of cross-sectional data from the English Housing Survey. Journal of Environmental Psychology, 80, 101763.

Hulland, J. (1999). Use of partial least squares (PLS) in strategic management research: A review of four recent studies. Strategic management journal, 20(2), 195–204.

Hurvitz, P. M., Moudon, A. V., Kang, B., et al. (2014). Emerging technologies for assessing physical activity behaviors in space and time. Frontiers in public health, 2, 2.

Jylhä, M. (2009). What is self-rated health and why does it predict mortality? Towards a unified conceptual model. Social science & medicine, 69(3), 307–316.

Kent, J. L., Ma, L., Mulley, C. (2017). The objective and perceived built environment: What matters for happiness? Cities & health, 1(1), 59–71.

Kent, J. L., Ma, L., Mulley, C. (2017). The objective and perceived built environment: What matters for happiness?. Cities & health, 1(1), 59–71.

Kim, Y. (2016). Impacts of the perception of physical environments and the actual physical environments on self-rated health. International Journal of Urban Sciences, 20(1), 73–87.

Kline, R. B. (2011). Principles and practice of structural equation modeling. New York: Guilford Press.

Kock, N. (2018). Should bootstrapping be used in pls-sem? Toward stable p-value calculation methods. Journal of Applied Structural Equation Modeling, 2(1), 1-12.

Lee, J., Kim, H. (2020). Evaluation of Satisfaction with the Built Environment of University Academic Buildings. International Journal of Environmental Research and Public Health, 20(5), 4183.

Leyden, K. M., Hogan, M. J., DArcy, L., et al. (2023). Walkable Neighborhoods: Linkages Between Place, Health, and Happiness in Younger and Older Adults. Journal of the American Planning Association, 1–14.

Li, J., Tian, L., Ouyang, W. (2022). Exploring the relationship between neighborhood-built environment and elderly health: a research based on heterogeneity of age and gender groups in Beijing. Frontiers in Public Health, 10, 882361.

Lin, S., Huang, Y. (2018). Community environmental satisfaction: Its forms and impact on migrants’ happiness in urban China. Health and Quality of Life Outcomes, 16, 1–10.

Lin, X., Xiong, D., Peng, Y. Q., et al. (2015). Epidemiology and management of osteoporosis in the Peoples Republic of China: current perspectives. Clinical interventions in aging, 1017–1033.

Liu, F., Tian, Y., Jim, C., et al. (2021). Residents living environments, self-rated health status and perceptions of urban green space benefits. Forests, 13(1), 9.

Liu, J., Luo, Y., Haller, W., et al. (2018). Neighborhood environments and self-rated health in Mainland China, Japan and South Korea. PLoS One, 13(9), e0204910.

Liu, M., Zhao, S., Li, J. (2022). Associations among perceived built environment, attitudes, walking behavior, and physical and mental state of college students during COVID-19. Travel behaviour and society, 28, 170–180.

Liu, W., Fan, X., Ji, R., Jiang, Y. (2020). Perceived community support, users interactions, and value co-creation in online health community: The moderating effect of social exclusion. International Journal of Environmental Research and Public Health, 17(1), 204.

Lu, N., Wu, B., Pei, Y., Peng, C. (2022). Social capital, perceived neighborhood environment, and depressive symptoms among older adults in rural China: The role of self-rated health. International Psychogeriatrics, 34(8), 691–701.

Lu, N., Xu, S., Zhang, J. (2021). Community social capital, family social capital, and self-rated health among older rural Chinese adults: Empirical evidence from rural northeastern China. International Journal of Environmental Research and Public Health, 18(11), 5516.

Lucchesi, S. T., Larranaga, A. M., Ochoa, J. A. A., et al. (2021). The role of security and walkability in subjective wellbeing: A multigroup analysis among different age cohorts. Research in Transportation Business & Management, 40, 100559.

Luhmann, M., Hawkley, L. C. (2016). Age differences in loneliness from late adolescence to oldest old age. Developmental psychology, 52(6), 943.

Lyu, Y., Forsyth, A., Worthington, S. (2021). Built environment and self-rated health: Comparing young, middle-aged, and older people in Chengdu, China. HERD: Health Environments Research & Design Journal, 14(3), 229–246.

Made, F., Ntlebi, V., Kootbodien, T., et al. (2020). Illness, self-rated health and access to medical care among waste pickers in landfill sites in Johannesburg, South Africa. International Journal of Environmental Research and Public Health, 17(7), 2252.

Mao, G., Lu, F., Fan, X., Wu, D. (2020). Chinas ageing population: The present situation and prospects. Population change and impacts in Asia and the Pacific, 269–287.

Matthews, L. (2017). Applying multigroup analysis in PLS-SEM: A step-by-step process. Partial least squares path modeling: Basic concepts, methodological issues and applications, 219–243.

Mouratidis, K. (2018).“Rethinking How Built Environments Influence Subjective Well-Being: A New Conceptual Framework.” Journal of Urbanism: International Research on Placemaking and Urban Sustainability, 11(1), 24–40.

Mouratidis, K. (2020). Built environment and social well-being: How does urban form affect social life and personal relationships? Cities, 97, 102483.

Mouratidis, K. (2020). Commute satisfaction, neighborhood satisfaction, and housing satisfaction as predictors of subjective well-being and indicators of urban livability. Travel Behaviour and Society, 21, 265–278.

Mouratidis, K. (2020). Neighborhood characteristics, neighborhood satisfaction, and well-being: The links with neighborhood deprivation. Land use policy, 99, 104886.

Mouratidis, K. (2021). Urban planning and quality of life: A review of pathways linking the built environment to subjective well-being. Cities, 115, 103229.

Mujan, N., Krajnc-Ganić, K., Krajnc-Ganić, T. (2019). The impact of the built environment on self-rated health and quality of life in older adults: a systematic review. International journal of environmental research and public health, 16(23), 4739. doi: 10.3390/ijerph16234739

Nutakor, J. A., Zhou, L., Larnyo, E., et al. (2023, March). Socioeconomic Status and Quality of Life: An Assessment of the Mediating Effect of Social Capital. In Healthcare (Vol. 11, No. 5, p. 749). MDPI.

Orban, E., Sutcliffe, R., Dragano, N., et al. (2017). Residential surrounding greenness, self-rated health and interrelations with aspects of neighborhood environment and social relations. Journal of urban health, 94(2), 158–169.

Ou, J. Y., Peters, J. L., Levy, J. I., et al. (2018). Self-rated health and its association with perceived environmental hazards, the social environment, and cultural stressors in an environmental justice population. BMC Public Health, 18, 1–10.

Ou, J. Y., Peters, J. L., Levy, J. I., et al. (2018). Self-rated health and its association with perceived environmental hazards, the social environment, and cultural stressors in an environmental justice population. BMC Public Health, 18, 1–10.

Pan, H., Yang, T., Jin, Y., et al. (2021). Understanding heterogeneous spatial production externalities as a missing link between land-use planning and urban economic futures. Regional Studies, 55(1), 90–100.

Pathak, E. B., Casper, M. (2001). A definition of“social environment”. American Journal of Public Health, 91(3), 465

Pessoa, L. (2013). The cognitive-emotional brain: From interactions to integration. MIT press.

Pietilä, M., Neuvonen, M., Borodulin, K., et al. (2015). Relationships between exposure to urban green spaces, physical activity and self-rated health. Journal of outdoor recreation and tourism, 10, 44–54.

Pinter-Wollman, N., Jelić, A., Wells, N. M. (2018). The impact of the built environment on health behaviours and disease transmission in social systems. Philosophical Transactions of the Royal Society B: Biological Sciences, 373(1753), 20170245.

Podsakoff, P. M., MacKenzie, S. B., Lee, J. Y., Podsakoff, N. P. (2003). Common method biases in behavioral research: a critical review of the literature and recommended remedies. Journal of applied psychology, 88(5), 879.

Putrik, P., de Vries, N. K., Mujakovic, S., et al. (2015). Living environment matters: relationships between neighborhood characteristics and health of the residents in a Dutch municipality. Journal of community health, 40, 47–56.

Qin, W., Xu, L., Wu, S., Shao, H. (2021). Income, relative deprivation and the self-rated health of older people in urban and rural China. Frontiers in Public Health, 9, 658649.

Qing, C., Guo, S., Deng, X., Xu, D. (2021). Farmers awareness of environmental protection and rural residential environment improvement: A case study of Sichuan province, China. Environment, Development and Sustainability, 1–19.

Qiu, Y., Liu, Y., Liu, Y., Li, Z. (2019). Exploring the linkage between the neighborhood environment and mental health in Guangzhou, China. International Journal of Environmental Research and Public Health, 16(17), 3206.

Rodriguez-Loureiro, L., Casas, L., Bauwelinck, M., et al. (2021). Social inequalities in the associations between urban green spaces, self-perceived health and mortality in Brussels: Results from a census-based cohort study. Health & Place, 70, 102603.

Saarloos, D., Kim, J. E., Timmermans, H. (2009). The built environment and health: Introducing individual space-time behavior. International Journal of Environmental Research and Public Health, 6(6), 1724–1743.

Sachs, J. D., Schmidt-Traub, G., Mazzucato, M., et al. (2019). Six transformations to achieve the sustainable development goals. Nature sustainability, 2(9), 805–814.

Sallis, J. F., Owen, N., Fisher, E. (2015). Ecological models of health behavior. Health behavior: Theory, research, and practice, 5(43–64).

Sarstedt, M., Henseler, J., Ringle, C. M. (2011). Multigroup analysis in partial least squares (PLS) path modeling: Alternative methods and empirical results. In Measurement and research methods in international marketing (pp. 195–218). Emerald Group Publishing Limited.

Sarstedt, M., Ringle, C. M., Hair, J. F. (2021). Partial least squares structural equation modeling. In Handbook of market research (pp. 587–632). Cham: Springer International Publishing.

Schermelleh-Engel, K., Moosbrugger, H., Müller, H. (2003). Evaluating the fit of structural equation models: Tests of significance and descriptive goodness-of-fit measures. Methods of psychological research online, 8(2), 23–74.

Schnittker, J., Bacak, V. (2014). The increasing predictive validity of self-rated health. PloS one, 9(1), e84933.

Shanghai Municipal Bureau of Statistics (SMBS). (2022). Shanghai statistical yearbook 2022. Retrieved from https://tjj.sh.gov.cn/tjnj/tjnj2023e.htm

Shi, H., Li, J., Qi, M. (2022). A Study on the Influence Mechanism of Rural Built Environment and Villagers’ Health Level: A Case Study of Sunduan Street in Shaoxing City.

Silva, M., Loureiro, A., Cardoso, G. (2016). Social determinants of mental health: a review of the evidence. The European Journal of Psychiatry, 30(4), 259–292.

Singh, A., Daniel, L., Baker, E., Bentley, R. (2019). Housing disadvantage and poor mental health: a systematic review. American journal of preventive medicine, 57(2), 262–272.

Sirois, F. M. (2020). The association between self-compassion and self-rated health in 26 samples. BMC Public Health, 20(1), 1–12.

Song, X., Cao, M., Zhai, K., et al. (2021). The effects of spatial planning, well-being, and behavioural changes during and after the COVID-19 pandemic. Frontiers in Sustainable Cities, 47.

Stronegger, W. J., Titze, S., Oja, P. (2010). Perceived characteristics of the neighborhood and its association with physical activity behavior and self-rated health. Health & place, 16(4), 736–743.

Sun, D., Zhou, L., Li, Y., et al. (2017). New-type urbanization in China: Predicted trends and investment demand for 2015–2030. Journal of Geographical Sciences, 27, 943–966.

Tan, X., Liu, X., Shao, H. (2017). Healthy China 2030: a vision for health care. Value in health regional issues, 12, 112–114.

Tang, J., Chen, N., Liang, H., Gao, X. (2022). The effect of built environment on physical health and mental health of adults: a nationwide cross-sectional study in China. International Journal of Environmental Research and Public Health, 19(11), 6492.

Tehseen, S., Ramayah, T., Sajilan, S. (2017). Testing and controlling for common method variance: A review of available methods. Journal of management sciences, 4(2), 142–168.

van Dinter, M., Kools, M., Dane, G., et al. (2022). Urban green parks for long-term subjective well-being: empirical relationships between personal characteristics, park characteristics, park use, sense of place, and satisfaction with life in The Netherlands. Sustainability, 14(9), 4911.

Walker, R. B., Hiller, J. E. (2007). Places and health: A qualitative study to explore how older women living alone perceive the social and physical dimensions of their neighbourhoods. Social science & medicine, 65(6), 1154–1165.

Wan, J., Zhao, Y., Chen, Y., et al. (2022). The Effects of Urban Neighborhood Environmental Evaluation and Health Service Facilities on Residents Self-Rated Physical and Mental Health: A Comparative and Empirical Survey. International Journal of Environmental Research and Public Health, 19(8), 4501.

Wang, J., Cai, Y., Ren, X., et al. (2023). The effect of body mass index on self-rated health in middle-aged and older adults: evidence from the China health and retirement longitudinal study. Aging Clinical and Experimental Research, 1–11.

Wang, L., Wang, Z., Ma, Q., et al. (2019). The development and reform of public health in China from 1949 to 2019. Globalization and health, 15(1), 1–21.

Wang, R., Liu, Y., Xue, D., Helbich, M. (2019). Depressive symptoms among Chinese residents: how are the natural, built, and social environments correlated? Bmc public health, 19(1), 1–8.

Wang, Z., Zhu, Z., Xu, M., Qureshi, S. (2021). Fine-grained assessment of greenspace satisfaction at regional scale using content analysis of social media and machine learning. Science of The Total Environment, 776, 145908.

Wei, Q., Shang, Q., Bu, Q. (2022). Consequences of living environment insecurity on health and well‐being in southwest China: The role of community cohesion and social support. Health & Social Care in the Community, 30(6), e6414–e6427.

Wen, L., Sima, L. (2022). Analysis of outdoor activity space-use preferences in rural communities: an example from Puxiu and Yuanyi village in Shanghai. Land, 11(8), 1273.

Wen, M., Hawkley, L. C., Cacioppo, J. T. (2006). Objective and perceived neighborhood environment, individual SES and psychosocial factors, and self-rated health: An analysis of older adults in Cook County, Illinois. Social science & medicine, 63(10), 2575–2590.

Whitelaw, N. A., Liang, J. (1991). The structure of the OARS physical health measures. Medical Care, 332–347.

Wong, F. Y., Yang, L., Yuen, J. W., et al. (2018). Assessing quality of life using WHOQOL-BREF: A cross-sectional study on the association between quality of life and neighborhood environmental satisfaction, and the mediating effect of health-related behaviors. BMC public health, 18, 1–14.

Wong, K. K. K. (2013). Partial least squares structural equation modeling (PLS-SEM) techniques using SmartPLS. Marketing Bulletin, 24(1), 1–32.

World Health Organization. (2015). Health in 2015: from MDGs, millennium development goals to SDGs, sustainable development goals.

Xiao, Y., Chen, S., Miao, S., Yu, Y. (2022). Exploring the Mediating Effect of Physical Activities on Built Environment and Obesity for Elderly People: Evidence From Shanghai, China. Frontiers in Public Health, 10, 853292.

Xiao, Y., Zhang, Y., Sun, Y., et al. (2020). Does green space really matter for residents’ obesity? A new perspective from Baidu Street View. Frontiers in Public Health, 8, 332.

Yahaya, M., Murtala, A. A., Onukwube, H. N. (2019). Partial Least Square Structural Equation Modeling (PLS-SEM): A Note For Beginners. Retrieved November, 6, 2020.

Yang, R., Liu, Y. S., Long, H. L., Zhang, Y. (2015). Research progress and prospect of rural transformation and reconstruction in China: Paradigms and main content. Progress in Geography, 34(8), 1019–1030.

Yang, T. C., Matthews, S. A. (2010). The role of social and built environments in predicting self-rated stress: A multilevel analysis in Philadelphia. Health & place, 16(5), 803–810.

Yang, T., Jin, Y., Yan, L., Pei, P. (2019). Aspirations and realities of polycentric development: Insights from multi-source data into the emerging urban form of Shanghai. Environment and Planning B: Urban Analytics and City Science, 46(7), 1264–1280.

Yang, T., Pan, H., Zhang, X., et al. (2021). How neighborhood conditions and policy incentives affect relocation outcomes of households from low-income neighborhoods—Evidence from intra-city movement trajectories. Cities, 119, 103415.

Yang, Y., Zhang, B., Meng, H., et al. (2019). Mediating effect of social support on the associations between health literacy, productive aging, and self-rated health among elderly Chinese adults in a newly urbanized community. Medicine, 98(16).

Yu, C., Zhang, X., Gao, J. (2022). Multi-Dimensional Comparison of the Impact Mechanism of the Self-Rated Health Status of Urban and Rural Residents in Chinese Social Environments. International Journal of Environmental Research and Public Health, 19(17), 10625.

Yu, R., Wong, M., Woo, J. (2019). Perceptions of neighborhood environment, sense of community, and self-rated health: an age-friendly city project in Hong Kong. Journal of urban health, 96, 276–288.

Zhan, D., Zhang, Q., Kwan, M. P., et al. (2022). Impact of urban green space on self-rated health: Evidence from Beijing. Frontiers in Public Health, 10.

Zhang, F., Loo, B. P., Wang, B. (2022). Aging in place: From the neighborhood environment, sense of community, to life satisfaction. Annals of the American Association of Geographers, 112(5), 1484–1499.

Zhang, J., Zhang, J. (2020). Environmental Problems of human settlements and countermeasures based on ecological engineering. Study of Ecological Engineering of Human Settlements, 1–39.

Zhang, K., Wang, R., Shen, C., Da, L. (2010). Temporal and spatial characteristics of the urban heat island during rapid urbanization in Shanghai, China. Environmental monitoring and assessment, 169, 101–112.

Zhang, L., Zhou, S., Kwan, M. P. (2019). A comparative analysis of the impacts of objective versus subjective neighborhood environment on physical, mental, and social health. Health & place, 59, 102170.

Zhong, J., Liu, W., Niu, B., et al. (2022). Role of Built Environments on Physical Activity and Health Promotion: A Review and Policy Insights. Frontiers in Public Health, 10, 950348.