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Fernando Rios-Avila; Michelle Lee Maroto – Sociological Methods & Research, 2024
Quantile regression (QR) provides an alternative to linear regression (LR) that allows for the estimation of relationships across the distribution of an outcome. However, as highlighted in recent research on the motherhood penalty across the wage distribution, different procedures for conditional and unconditional quantile regression (CQR, UQR)…
Descriptors: Regression (Statistics), Research Methodology, Alternative Assessment, Models
Yasmin, Dr. – Distance Education, 2013
This paper demonstrates the meaningful application of learning analytics for determining dropout predictors in the context of open and distance learning in a large developing country. The study was conducted at the Directorate of Distance Education at the University of North Bengal, West Bengal, India. This study employed a quantitative research…
Descriptors: Distance Education, Open Universities, Predictor Variables, Student Behavior
Griffith, Andrew S. – Journal of Continuing Higher Education, 2011
This article documents a model for forecasting earnings of the nontraditional student based on macrolevel changes in educational attainment within the workforce using data from the U.S. Census Bureau. It also presents a theoretical case that illustrates the value of improving one's educational attainment level in order to sustain an annualized…
Descriptors: Nontraditional Students, Educational Attainment, Educational Change, Census Figures
Clarke, Philippa; Marshall, Victor; House, James; Lantz, Paula – Social Forces, 2011
The sociology of aging draws on a broad array of theoretical perspectives and social theories from several disciplines, but rarely has it developed its own theories or theoretical perspectives. We build on past work to further advance and empirically test a model of mental health framed in terms of structural theorizing and situated within the…
Descriptors: Aging (Individuals), Sociology, Social Theories, Interdisciplinary Approach
ZABROWSKI, EDWARD K. – 1966
THIS NOTE OFFERS A MEANS FOR ANALYZING THE DIFFERENCES IN THE LEVELS OF TWO RATIOS OVER A PERIOD OF TIME WHEN THOSE RATIOS COME FROM EMPIRICAL DATA. THE PARTICULAR EXAMPLE USED PERTAINS TO WHITE-NONWHITE PERSONAL INCOME DIFFERENTIALS OVER A TIME INTERVAL, BUT IT IS NOTED THAT THIS TYPE ANALYSIS CAN BE USED IN OTHER CIRCUMSTANCES. (HW)
Descriptors: Data Analysis, Growth Patterns, Income, Methods

Cramer, James C. – American Sociological Review, 1980
Considers multicollinearity in nonrecursive models, misspecification of models, discrepancies between attitudes and behavior, and differences between static and dynamic models as explanations for contradictory information on the causal relationship between fertility and female employment. Finds that initially fertility affects employment but that,…
Descriptors: Birth Rate, Data Analysis, Employed Women, Income

Neuman, Shoshana; Ziderman, Adrian – Journal of Human Resources, 1986
Utilizing individual data drawn from the Israel labor mobility survey and assigning workers to primary and secondary sectors on the basis of occupational prestige scores, earnings functions are estimated and compared for the two sectors. Results strongly suggest that the dual labor market hypothesis may be relevant for Israel. (Author/CT)
Descriptors: Data Analysis, Income, Labor Market, Models
Neumann, Pamela D.; Krahn, Harvey J.; Krogman, Naomi T.; Thomas, Barb R. – Rural Sociology, 2007
In this paper we hypothesize that farmers with a stronger valuation of family farming will be more resistant to converting farmland to tree plantations. Our survey data analysis from 106 farmers in northern Alberta reveals that general opposition to trees on farmland is the strongest predictor of farmers' resistance to the establishment of poplar…
Descriptors: Income, Incentives, Foreign Countries, Data Analysis

Welch, Finis – 1976
This report, part of Rand's Labor and Population Studies Program, delves into sources of black/white income differentials. This report has as its purpose, the use of employment quotas as an analytical device for devising a priori notions of what the effects of government attempts to reduce employment discrimination might be. Following a formal…
Descriptors: Affirmative Action, Data Analysis, Employment Practices, Employment Services
Allen, Richard H.; Collier, Douglas J. – 1980
The third volume of the revised "Higher Education Finance Manual," this guide describes the principles included in presenting financial information in a format showing where money comes from (sources) and where it goes (uses). Potential analytical applications and limitations of the source/use concept are described, and the application…
Descriptors: Accounting, Data Analysis, Data Collection, Educational Finance
Sandell, Steven H.; Shapiro, David – 1976
This paper discusses specification and interpretation of human capital models of women's earnings when data on actual work experience are available. It uses the segmented earnings function framework developed by Jacob Mincer and Solomon Polachek and considers the effects of data errors, issues involving data interpretation, consequences of model…
Descriptors: Data Analysis, Educational Background, Employed Women, Equal Opportunities (Jobs)
Benham, Lee – 1971
In the first part of this paper, estimates of present values or rates of return to education for women on lifetime earnings have been calculated. Subsequently, returns to education for women which derive from their husband's income and their family income are examined. Finally, some implications of the results are discussed. In the first section,…
Descriptors: Blacks, Census Figures, College Graduates, Data Analysis
Heriot-Watt Univ., Edinburgh (Scotland). Esmee Fairbairn Economics Research Centre. – 1978
Designed as an accompaniment to college level macroeconomic lectures (see SO 011 937), this package contains materials for three approaches to the macroeconomics course. The course covers topics of basic macroeconomic concepts, income and expenditure determination, aggregate demand, unemployment and inflation, policy making, investment and…
Descriptors: Computer Oriented Programs, Concept Formation, Concept Teaching, Data Analysis
Marx and Dahrendorf on Income Inequality, Class Consciousness and Class Conflict: An Empirical Test.
Robinson, Robert V.; Kelley, Jonathan – 1977
The issue addressed by this paper is the lack of empirical research on the class theories of Karl Marx and Ralf Dahrendorf. In order to bridge this gap, data are analyzed on the theoretical and statistical implications of Marx's theory (which focuses on ownership of the means of production) and Dahrendorf's theory (which focuses on authority in…
Descriptors: Authoritarianism, Conflict, Data Analysis, Economic Factors