Economic importance and statistical significance: Guidelines for communicating empirical research.

A critical objective for many empirical studies is a thorough evaluation of both substantive importance and statistical significance. Feminist economists have critiqued neoclassical economics studies for an excessive focus on statistical machinery at the expense of substantive issues. Drawing from t...

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Published in:Feminist Economics Vol. 14; no. 2; pp. 117 - 150
Main Authors: Miller, JaneE., Rodgers, Yanavan der Meulen
Format: Article
Published: Taylor & Francis Ltd Mar2008
Subjects:
Online Access:View this record in EBSCOhost
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        atl: Economic importance and statistical significance: Guidelines for communicating empirical research.
      aug:
        au:
          Miller, JaneE.
          Rodgers, Yanavan der Meulen
        affil: Institute for Health, Health Care Policy, and Aging Research, Rutgers University, 30 College Avenue, New Brunswick, NJ, 08901, USA
      su:
        Empirical research
        Statistical significance
        Research methodology
        Regression analysis
        Measurement
        Feminist economics
        Rhetorical analysis
        Feminist criticism
      sug:
        subj:
          Empirical research
          Statistical significance
          Research methodology
          Regression analysis
          Measurement
          Feminist economics
          Rhetorical analysis
          Feminist criticism
      keyword:
        Economic significance
        feminist economics
        JEL Codes: Y1, A29, C10
        regression analysis
        statistical significance
        writing
      ab: A critical objective for many empirical studies is a thorough evaluation of both substantive importance and statistical significance. Feminist economists have critiqued neoclassical economics studies for an excessive focus on statistical machinery at the expense of substantive issues. Drawing from the ongoing debate about the rhetoric of economic inquiry and significance tests, this paper examines approaches for presenting empirical results effectively to ensure that the analysis is accurate, meaningful, and relevant for the conceptual and empirical context. To that end, it demonstrates several measurement issues that affect the interpretation of economic significance and are commonly overlooked in empirical studies. This paper provides guidelines for clearly communicating two distinct aspects of "significance" in empirical research, using prose, tables, and charts based on OLS, logit, and probit regression results. These guidelines are illustrated with samples of ineffective writing annotated to show weaknesses, followed by concrete examples and explanations of improved presentation.
      pubtype: Academic Journal
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      src: R
    language: English
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      custom: Copyright of Feminist Economics is the property of Taylor & Francis Ltd and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use.
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