纵向研究:变化的理论、设计与分析

Longitudinal Research: The Theory, Design, and Analysis of Change

JOURNAL OF MANAGEMENT · 2009
被引 1424 · 同刊同年前 4%
人大 AFT50ABS 4*

中文导读

为非技术背景的管理学者提供纵向研究的理论、设计与分析指南,包括研究设计清单和三种分析策略的权衡与适用场景。

Abstract

The purpose of this article is to present cutting-edge research on issues relating to the theory, design, and analysis of change. Rather than a highly technical review, our goal is to provide management scholars with a relatively nontechnical single source useful for helping them develop and evaluate longitudinal research. Toward that end, we provide readers with “checklists” of issues to consider when theorizing and designing a longitudinal study. We also discuss the trade-offs among analytic strategies (repeated measures general linear model, random coefficient modeling, and latent growth modeling), circumstances in which such methods are most appropriate, and ways to analyze data when one is using each approach.

管理学研究方法纵向数据分析统计建模