Many developing countries have experienced increasing spatial inequality, but little is known about the effect of community disadvantages on educational attainment in these societies. Using data from the China Family Panel Studies (2010–2016), I examine the effect of community socioeconomic status (SES) on the transition into high school in urban and rural China, and I explore several mechanisms explaining the community effects. I adopt the generalized propensity score method to estimate the potential probability of high school entrance at different levels of community SES. Results show that community SES is positively associated with high school attendance in both urban and rural China, and the relationship is stronger in more disadvantaged communities in both contexts. In urban areas, the effect of community SES is partly attributable to collective socialization and children’s academic performance. In rural areas, spatial accessibility to high schools and children’s academic performance are the salient mechanisms.
AaronsonDaniel. 1998. “Using Sibling Data to Estimate the Impact of Neighborhoods on Children’s Educational Outcomes.” Journal of Human Resources33(4):915–46.
2.
AdamsJennifer H.2006. “Community Matters in China.” Pp. 15–41 in Children’s Lives and Schooling across Societies, edited by HannumE.FullerB.Oxford, UK: Elsevier.
3.
AinsworthJames W.2002. “Why Does It Take a Village? The Mediation of Neighborhood Effects on Educational Achievement.” Social Forces81(1):117–52.
4.
AndersonSaraLeventhalTamaDupéréVéronique. 2014. “Exposure to Neighborhood Affluence and Poverty in Childhood and Adolescence and Academic Achievement and Behavior.” Applied Developmental Science18(3):123–38.
5.
BrodyGene H.CongerRandGibbonsFrederick X.GeXiaojiaMurryVelma McBrideGerrardMegSimonsRonald L.2001. “The Influence of Neighborhood Disadvantage, Collective Socialization, and Parenting on African American Children’s Affiliation with Deviant Peers.” Child Development72(4):1231–46.
6.
Burdick-WillJuliaLudwigJensRaudenbushStephen W.SampsonRobert J.SanbonmatsuLisaSharkeyPatrick. 2011. “Converging Evidence for Neighborhood Effects on Children’s Test Scores: An Experimental, Quasi-experimental, and Observational Comparison.” Pp. 255–76 in Whither Opportunity, edited by DuncanG. J.MurnaneR. J.New York, NY: Russell Sage Foundation.
7.
CherngHua-Yu SebastianHannumEmily. 2013. “Community Poverty, Industrialization, and Educational Gender Gaps in Rural China.” Social Forces92(2):659–90.
8.
ChettyRajHendrenNathanielKatzLawrence F.2016. “The Effects of Exposure to Better Neighborhoods on Children: New Evidence from the Moving to Opportunity Experiment.” American Economic Review106(4):855–902.
9.
Clampet-LundquistSusanMasseyDouglas S.2008. “Neighborhood Effects on Economic Self- Sufficiency: A Reconsideration of the Moving to Opportunity Experiment.” American Journal of Sociology114(1):107–43.
10.
CochranWilliam G.1968. “The Effectiveness of Adjustment by Subclassification in Removing Bias in Observational Studies.” Biometrics24(2):295–313.
11.
CraneJonathan. 1991. “The Epidemic Theory of Ghettos and Neighborhood Effects on Dropping out and Teenage Childbearing.” American Journal of Sociology96(5):1226–59.
12.
CrowderKyleSouthScott J.2003. “Neighborhood Distress and School Dropout: The Variable Significance of Community Context.” Social Science Research32(4):659–98.
13.
CrowderKyleSouthScott J.2011. “Spatial and Temporal Dimensions of Neighborhood Effects on High School Graduation.” Social Science Research40(1):87–106.
14.
FloresCarlos A.Flores-LagunesAlfonsoGonzalezArturoNeumannTodd C.2012. “Estimating the Effects of Length of Exposure to Instruction in a Training Program: The Case of Job Corps.” Review of Economics and Statistics94(1):153–71.
15.
FosterE. MichaelMcLanahanSara. 1996. “An Illustration of the Use of Instrumental Variables: Do Neighborhood Conditions Affect a Young Person’s Chance of Finishing High School?” Psychological Methods1(3):249–60.
16.
GalsterGeorge C.2012. “The Mechanism(s) of Neighbourhood Effects: Theory, Evidence, and Policy Implications.” Pp. 23–56 in Neighbourhood Effects Research: New Perspectives, edited by van HamM.ManleyD.BaileyN.SimpsonL.MaclennanD.New York, NY: Springer.
17.
GalsterGeorge C.2014. “Nonlinear and Threshold Aspects of Neighborhood Effects.” KZfSS Kölner Zeitschrift für Soziologie und Sozialpsychologie66(1):117–33.
HannumEmily. 2003. “Poverty and Basic Education in Rural China: Villages, Households, and Girls’ and Boys’ Enrollment.” Comparative Education Review47(2):141–59.
20.
HannumEmilyWangMeiyan. 2006. “Geography and Educational Inequality in China.” China Economic Review17(3):253–65.
21.
HaynieDana L.SilverEricTeasdaleBrent. 2006. “Neighborhood Characteristics, Peer Networks, and Adolescent Violence.” Journal of Quantitative Criminology22(2):147–69.
22.
HeDanMessnerSteven F.2020. “Social Disorganization Theory in Contemporary China: A Review of the Evidence and Directions for Future Research.” Asian Journal of Criminology15(1):1–24.
23.
HiranoKeisukeImbensGuido W.2004. “The Propensity Score with Continuous Treatments.” Pp. 73–84 in Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives, edited by GelmanA.MengX-L.New York, NY: John Wiley & Sons.
24.
HuangYouqin. 2004. “From Work-Unit Compounds to Gated Communities.” Pp. 172–201 in Restructuring the Chinese City: Changing Society, Economy and Space, edited by MaL. J..C.WuF.London and New York: Routledge.
25.
HuismanJanineSmitsJeroen. 2009. “Effects of Household-and District-Level Factors on Primary School Enrollment in 30 Developing Countries.” World Development37(1):179–93.
26.
JencksChristopherMayerSusan E.1990. “The Social Consequences of Growing up in a Poor Neighborhood.” Pp. 111–86 in Inner-City Poverty in the United States, edited by LynnL. E.McGearyM. G. H.Washington, DC: National Academy Press.
27.
KnightJohnShiLiQuhengDeng. 2009. “Education and the Poverty Trap in Rural China: Setting the Trap.” Oxford Development Studies37(4):311–32.
28.
KriegJohn M.StorerPaul. 2006. “How Much Do Students Matter? Applying the Oaxaca Decomposition to Explain Determinants of Adequate Yearly Progress.” Contemporary Economic Policy24(4):563–81.
29.
LeiLei. 2018. “The Effect of Neighborhood Context on Children’s Academic Achievement in China: Exploring Mediating Mechanisms.” Social Science Research72:240–57.
30.
LeiLeiLinZhiyong. 2021. “From Traditional and Socialist Work-Unit Communities to Commercial Housing: The Association between Neighborhood Types and Adult Health in Urban China.” Chinese Sociological Review53(3):254–84.
31.
LeiLeiYuWei-hsin. 2021. “What Does It Take to Get Ahead? Individual Characteristics, Community Contexts, and Stratification Beliefs among Youth in China.” Social Forces100(2):738–64.
32.
LevyBrian L.2019. “Heterogeneous Impacts of Concentrated Poverty during Adolescence on College Outcomes.” Social Forces98(1):147–82.
33.
LevyBrian L.OwensAnnSampsonRobert J.2019. “The Varying Effects of Neighborhood Disadvantage on College Graduation: Moderating and Mediating Mechanisms.” Sociology of Education92(3):269–92.
34.
LiZhigangWuFulong. 2008. “Tenure-Based Residential Segregation in Post-Reform Chinese Cities: A Case Study of Shanghai.” Transactions of the Institute of British Geographers33(3):404–19.
35.
LiZhigangWuFulongXiaoYang. 2015. “Residential Segregation of New Migrants in Guangzhou, China: A Study of the 6th Census.” Geographical Research33(11):2056–68.
36.
LiangHeQiZhanyong. 2014. “The Value Appeal and Realistic Choice of Removing Teaching Centers and Merging Schools Policy in Rural Areas.” Contemporary Educational Management (In Chinese)(11):88–91.
37.
LudwigJensDuncanGreg J.GennetianLisa A.KatzLawrence F.KesslerRonald C.KlingJeffrey R.SanbonmatsuLisa. 2012. “Neighborhood Effects on the Long-Term Well-Being of Low-Income Adults.” Science337(6101):1505–10.
38.
Ministry of Education of PRC. 2016. Overview of Educational Achievement in China in 2015. Beijing: Ministry of Education of PRC
39.
PlotnickRobert D.HoffmanSaul D.1999. “The Effect of Neighborhood Characteristics on Young Adult Outcomes: Alternative Estimates.” Social Science Quarterly80(1):1–18.
40.
QuerciaRoberto G.GalsterGeorge C.2000. “Threshold Effects and Neighborhood Change.” Journal of Planning Education and Research20(2):146–62.
41.
RubinowitzLeonard S.RosenbaumJames E.2000. Crossing the Class and Color Lines: From Public Housing to White Suburbia. Chicago, IL: University of Chicago Press.
42.
RuizLinda D.McMahonSusan D.JasonLeonard A.2018. “The Role of Neighborhood Context and School Climate in School-Level Academic Achievement.” American Journal of Community Psychology61(3–4):296–309.
43.
RyanAllison M.2000. “Peer Groups as a Context for the Socialization of Adolescents’ Motivation, Engagement, and Achievement in School.” Educational Psychologist35(2):101–11.
44.
SampsonRobert J.1992. “Family Management and Child Development: Insights from Social Disorganization Theory.” Pp. 63–93 in Advances in Criminological Theory: Facts, Frameworks, and Forecasts. Vol. 3, edited by J.McCordNew Brunswick, NJ: Transaction Books.
45.
SampsonRobert J.MorenoffJeffrey D.EarlsFelton. 1999. “Beyond Social Capital: Spatial Dynamics of Collective Efficacy for Children.” American Sociological Review64:633–60.
46.
SanbonmatsuLisaKlingJeffrey R.DuncanGreg J.Brooks-GunnJeanne. 2006. “Neighborhoods and Academic Achievement Results from the Moving to Opportunity Experiment.” Journal of Human Resources41(4):649–91.
47.
SharkeyPatrick. 2010. “The Acute Effect of Local Homicides on Children’s Cognitive Performance.” Proceedings of the National Academy of Sciences107(26):11733–38.
48.
SharkeyPatrickElwertFelix. 2011. “The Legacy of Disadvantage: Multigenerational Neighborhood Effects on Cognitive Ability.” American Journal of Sociology116(6):1934–81.
49.
SharkeyPatrickFaberJacob W.2014. “Where, When, Why, and for Whom Do Residential Contexts Matter? Moving Away from the Dichotomous Understanding of Neighborhood Effects.” Annual Review of Sociology40:559–79.
50.
ShawClifford R.McKayHenry D.1942. Juvenile Delinquency and Urban Areas. Chicago, IL: University of Chicago Press.
51.
ShenJieXiaoYang. 2019. “Emerging Divided Cities in China: Socioeconomic Segregation in Shanghai, 2000–2010.” Urban Studies57(6):1338–56.
52.
SmallMario LuisFeldmanJessica. 2012. “Ethnographic Evidence, Heterogeneity, and Neighbourhood Effects after Moving to Opportunity.” Pp. 57–78 in Neighbourhood Effects Research: New Perspectives, edited by van HamM.ManleyD.BaileyN.SimpsonL.MaclennanD.New York, NY: Springer.
53.
SongGuangwenLiuLinBernascoWimZhouSuhongXiaoLuziLongDongping. 2018. “Theft from the Person in Urban China: Assessing the Diurnal Effects of Opportunity and Social Ecology.” Habitat International78:13–20.
54.
SouthScott J.BaumerEric P.LutzAmy. 2003. “Interpreting Community Effects on Youth Educational Attainment.” Youth & Society35(1):3–36.
55.
TsangMun C.2003. “School Choice in the People’s Republic of China.” Pp. 164–195 in Choosing Choice: School Choice in International Perspective, edited by PlankD. N.SykesG.New York, NY: Teachers College Press.
56.
ValeriLindaVanderWeeleTyler J.2013. “Mediation Analysis Allowing for Exposure–Mediator Interactions and Causal Interpretation: Theoretical Assumptions and Implementation with SAS and SPSS Macros.” Psychological Methods18(2):137–50.
57.
VanderWeeleTyler J.DingPeng. 2017. “Sensitivity Analysis in Observational Research: Introducing the E-Value.” Annals of Internal Medicine167(4):268–74.
58.
WanGuanghuaZhouZhangyue. 2005. “Income Inequality in Rural China: Regression-Based Decomposition Using Household Data.” Review of Development Economics9(1):107–20.
59.
WilsonWilliam Julius. 1991. “Studying Inner-City Social Dislocations: The Challenge of Public Agenda Research: 1990 Presidential Address.” American Sociological Review56(1):1–14.
60.
WodtkeGeoffrey T.HardingDavid J.ElwertFelix. 2011. “Neighborhood Effects in Temporal Perspective the Impact of Long-Term Exposure to Concentrated Disadvantage on High School Graduation.” American Sociological Review76(5):713–36.
61.
WuFulong. 2004. “Urban Poverty and Marginalization under Market Transition: The Case of Chinese Cities.” International Journal of Urban and Regional Research28(2):401–23.
62.
WuQiyanChengJianquanChenGuoHammelDaniel J.WuXiaohui. 2014. “Socio-spatial Differentiation and Residential Segregation in the Chinese City Based on the 2000 Community-Level Census Data: A Case Study of the Inner City of Nanjing.” Cities39:109–19.
63.
YanMiu ChungGaoJian Guo. 2007. “Social Engineering of Community Building: Examination of Policy Process and Characteristics of Community Construction in China.” Community Development Journal42(2):222–36.
64.
YeHua. 2015. “Key-Point Schools and Entry into Tertiary Education in China.” Chinese Sociological Review47(2):128–53.
65.
ZhaoMengGlewwePaul. 2010. “What Determines Basic School Attainment in Developing Countries? Evidence from Rural China.” Economics of Education Review29(3):451–60.
66.
ZhouXiao. 2011. “Counter School Culture: A Comparative Study of ‘Lads’ and ‘Zidi’” Chiense Journal of Sociology (Chinese)31(5):70–92.
