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Multilevel growth curve models
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Journal Article
Demography (2014) 51 (4): 1199–1224.
Published: 07 May 2014
... them in multilevel growth curve models. Persistently low socioeconomic resources constituted the strongest explanation, given that consistently low income, maternal education, and assets fully or partially account for growth in cognitive, behavioral, and health disparities experienced by teen parents...
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Journal Article
Demography (2019) 56 (6): 2253–2277.
Published: 02 December 2019
...- and group-specific earnings profiles across the life course and for different cohort groups. We estimate multilevel growth curve models and examine hypotheses about the cohort trends in earnings trajectories for different educational groups based on model predictions. Our analyses show that race...
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Journal Article
Demography (2011) 48 (3): 983–1004.
Published: 21 June 2011
... 21 6 2011 © Population Association of America 2011 2011 Marriage Cohabitation Race/ethnicity Wealth Multilevel growth curve models Substantial wealth inequality characterizes the United States. The wealthiest 1%, the next 9%, and the remaining 90% of Americans each holds...
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Journal Article
Demography (2008) 45 (1): 55–77.
Published: 01 February 2008
...) People in this neighborhood can be trusted; (3) People in this neighborhood generally get along with each other; (4) This is a close-knit neighborhood; and (5) People in this neighborhood share the same values. Both scales were constructed via a multilevel regression model, with responses to each sur...
Journal Article
Demography (2007) 44 (1): 59–77.
Published: 01 February 2007
... approach. We focus on the initiation of childbearing. Using Demographic and Health Survey data from 16 sub-Saharan African countries with multiple surveys, we estimate a fixed-effects multilevel model for first births that includes the woman’s own education, community education, and community education...
Journal Article
Demography (1993) 30 (4): 579–591.
Published: 01 November 1993
... Association , 87 ( 419 ), 673 – 74 . 10.2307/2290203 Becker Gary S. ( 1960 ). An Economic Analysis of Fertility Demographic and Economic Change in Developed Countries . Princeton : Princeton University Press . Billy John G. , & Moore. David E. ( 1992 ). A Multilevel...
Journal Article
Demography (2023) 60 (1): 99–122.
Published: 01 February 2023
... helping from 1998 to 2018 for a wide range of birth cohorts born between 1909 and 1958. We used multivariate, multilevel models based on Bayesian generalized modeling methods to estimate the probabilities of volunteering and informal helping simultaneously in a single model. Despite having advantages...
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Journal Article
Demography (2015) 52 (1): 153–182.
Published: 29 January 2015
... or stepfather. Model 5 disaggregates women by union formation (cohabitation and marriage), union stability (intact marriage versus divorce), and paternity status (biological father versus stepfather). We modeled wealth accumulation using multilevel growth curves (Raudenbush and Bryk 2002 ; Singer...
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Journal Article
Demography (2004) 41 (4): 697–720.
Published: 01 November 2004
...Christopher R. Browning; Tama Leventhal; Jeanne Brooks-Gunn Abstract Evidence suggests that African American youths initiate sexual activity at earlier ages than do European American or Latino youths. Using data from a multilevel study in Chicago, we developed and tested a neighborhood-based model...
Journal Article
Demography (2019) 56 (6): 2323–2347.
Published: 11 November 2019
... by a single parametric trajectory. Known as growth curves within the multilevel or hierarchical linear models literature (Raudenbush and Bryk 2002 ) or latent growth curves in the structural equation models literature (Bollen and Curran 2006 ), these models were first applied in education and criminology...
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Journal Article
Demography (2019) 56 (2): 763–784.
Published: 05 March 2019
... translates into an empirical model that includes age, cohort, and education as well as twofold and threefold interactions between these variables. The growth curves for each of the health outcomes of respondent i at time t are calculated as shown in Eq. ( 1 ) for Level 1 variables and Eq. ( 2...
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Journal Article
Demography (2011) 48 (3): 863–887.
Published: 07 July 2011
... 1979, we examine effects of timely college attendance and completion on women’s fertility by the propensity to attend and complete college using multilevel Poisson and discrete-time event-history models. Disaggregating the effects of college by propensity score strata, we find that the fertility...
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Journal Article
Child Marriage and Intimate Partner Violence in Rural Bangladesh: A Longitudinal Multilevel Analysis
Demography (2016) 53 (6): 1821–1852.
Published: 03 November 2016
.... , & Bauer D. J. ( 2006 ). Computational tools for probing interactions in multiple linear regression, multilevel modeling, and latent curve analysis . Journal of Educational and Behavioral Statistics , 31 , 437 – 448 . 10.3102/10769986031004437 Rabe-Hesketh S. , & Skrondal...
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Journal Article
Demography (2007) 44 (1): 137–158.
Published: 01 February 2007
... as multilevel, growth curve, and random coef cient models), but offer many methodological advantages that allow us to test our theoretical framework. Foremost, nonparametric hierarchical models allow us to handle dependent observations in longitudi- nal data without making strong assumptions about...
Journal Article
Demography (2015) 52 (4): 1321–1343.
Published: 23 June 2015
... asset index (quintile) 2.810 1.431 2.814 1.430 2.806 1.431 Source: CHNS 1991–2006. To take advantage of six waves of longitudinal data, we used growth curve modeling techniques (Singer and Willett 2003 ) to estimate how marriage (including differences between those whose spouses...
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Journal Article
Demography (2003) 40 (2): 217–245.
Published: 01 May 2003
... ). Population-Based Study of Fertility in Women With HIV-1 Infection in Uganda . Lancet , 351 ( 9096 ), 98 – 103 . 10.1016/S0140-6736(97)09381-1 Greenland S. ( 2000 ). Principles of Multilevel Modelling . International Journal of Epidemiology , 29 , 158 – 67 . 10.1093/ije/29.1.158...
Journal Article
Demography (2018) 55 (3): 901–927.
Published: 21 May 2018
... offer sharp contrasts in the social conditions that may intensify or inhibit processes of cumulative (dis)advantage. Using harmonized panel data from the HRS, ELSA, and SHARE, the study applied Poisson multilevel regression models to trace changes in the number of chronic conditions and functional...
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Journal Article
Demography (2019) 56 (3): 917–934.
Published: 18 April 2019
... and forecasting trends in functional limitations among older Americans . Demography , 36 , 461 – 473 . Gelman A. , & Hill J. ( 2007 ). Data analysis using regression and multilevel/hierarchical models . New York, NY : Cambridge University Press . Gill J. ( 2006 ). Bayesian...
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Journal Article
Demography (1995) 32 (2): 159–182.
Published: 01 May 1995
... Analysis . Studies in Family Planning , 6 , 54 – 63 . 10.2307/1964934 Easterlin R.A. , & Crimmins E.M. ( 1985 ). The Fertility Revolution: A Supply-Demand Analysis. . Chicago : University of Chicago Press . Entwisle B. , & Mason W.M. ( 1985 ). Multilevel...
Journal Article
Demography (2017) 54 (5): 1873–1895.
Published: 05 September 2017
...–49. Multilevel logit regressions were estimated at each quintile of the NT: 3 At the individual level : Y ij = β 0 j + β 1 j X ij + β 2 j CI ij + ε ij , and at the population level : β 0 j = γ 00 + γ 01 CP j + ν 0...
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Includes: Supplementary data
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