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Regression modelQuasi-experimental / causal inference

Propensity Score Matching Applied to Education Research

Katika elimu, wanafunzi au shule hazipangwi kwa nasibu katika programu. Mwanafunzi anayejiandikisha katika programu ya mafunzo ya ziada baada ya saa za shule huenda anafanana kwa motisha, mafanikio ya awali, na hadhi ya kijamii na kiuchumi na yule ambaye hafanyi hivyo. PSM inashughulikia hili kwa kukokotoa uwezekano wa kila mtu kupokea matibabu (alama ya mwelekeo) kutokana na sifa zake zilizoonekana, kisha kuoanisha watu walio na matibabu na wasio na matibabu wenye alama zinazofanana. Baada ya ulinganifu, vikundi viwili vinaonekana sawa kitabia kulingana na vigezo vilivyopimwa, hivyo tofauti yoyote ya matokeo inaweza kuhusishwa zaidi na programu kuliko tofauti za awali. Wazo ni kuunda kikundi bandia cha kulinganisha ambacho kinafanana na kikundi cha matibabu iwezekanavyo.

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Vyanzo

  1. Rosenbaum, P. R., & Rubin, D. B. (1983). The central role of the propensity score in observational studies for causal effects. Biometrika, 70(1), 41-55. DOI: 10.1093/biomet/70.1.41
  2. Shadish, W. R., Cook, T. D., & Campbell, D. T. (2002). Experimental and Quasi-Experimental Designs for Generalized Causal Inference. Houghton Mifflin. ISBN: 978-0395615560

Jinsi ya kunukuu ukurasa huu

ScholarGate. (2026, June 3). Propensity Score Matching Applied to Education Research. ScholarGate. https://scholargate.app/sw/causal-inference/propensity-score-matching-in-education-research

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ScholarGatePropensity Score Matching in Education Research (Propensity Score Matching Applied to Education Research). Imepatikana 2026-06-18 kutoka https://scholargate.app/sw/causal-inference/propensity-score-matching-in-education-research · Seti ya data: https://doi.org/10.5281/zenodo.20539026