endogeneity;
research methods;
research design;
Heckman modeling (2-stage);
microeconometric analysis of panel data;
sample selection (Heckman-type) models;
causality;
instrumental variables;
omitted variables bias;
REGRESSION DISCONTINUITY DESIGNS;
STRUCTURAL EQUATION MODELS;
INDIRECT RANGE RESTRICTION;
COMMON METHOD VARIANCE;
INSTRUMENTAL VARIABLES;
MANAGEMENT RESEARCH;
STATISTICAL CONTROL;
GENERALIZED-METHOD;
STRATEGY RESEARCH;
LONGITUDINAL DATA;
D O I:
10.1177/0149206320960533
中图分类号:
F [经济];
学科分类号:
02 ;
摘要:
An expanding number of methodological resources, reviews, and commentaries both highlight endogeneity as a threat to causal claims in management research and note that practices for addressing endogeneity in empirical work frequently diverge from the recommendations of the methodological literature. We aim to bridge this divergence, helping both macro and micro researchers understand fundamental endogeneity concepts by: (1) defining a typology of four distinct causes of endogeneity, (2) summarizing endogeneity causes and methods used in management research, (3) organizing the expansive methodological literature by matching the various methods to address endogeneity to the appropriate resources, and (4) setting an agenda for future scholarship by recommending practices for researchers and gatekeepers about identifying, discussing, and reporting evidence related to endogeneity. The resulting review builds literacy about endogeneity and ways to address it so that scholars and reviewers can better produce and evaluate research. It also facilitates communication about the topic so that both micro- and macro-oriented researchers can understand, evaluate, and implement methods across disciplines.
机构:
Univ Minnesota, Dept Appl Econ, Ctr Int Food & Agr Policy, St Paul, MN 55108 USAUniv Minnesota, Dept Appl Econ, Ctr Int Food & Agr Policy, St Paul, MN 55108 USA
Bellemare, Marc F.
Masaki, Takaaki
论文数: 0引用数: 0
h-index: 0
机构:
Coll William & Mary, Inst Theory & Practice Int Relat, Williamsburg, VA 23185 USAUniv Minnesota, Dept Appl Econ, Ctr Int Food & Agr Policy, St Paul, MN 55108 USA
Masaki, Takaaki
Pepinsky, Thomas B.
论文数: 0引用数: 0
h-index: 0
机构:
Cornell Univ, Govt, Ithaca, NY 14853 USAUniv Minnesota, Dept Appl Econ, Ctr Int Food & Agr Policy, St Paul, MN 55108 USA
机构:
Univ Minnesota, Dept Appl Econ, Ctr Int Food & Agr Policy, St Paul, MN 55108 USAUniv Minnesota, Dept Appl Econ, Ctr Int Food & Agr Policy, St Paul, MN 55108 USA
Bellemare, Marc F.
Masaki, Takaaki
论文数: 0引用数: 0
h-index: 0
机构:
Coll William & Mary, Inst Theory & Practice Int Relat, Williamsburg, VA 23185 USAUniv Minnesota, Dept Appl Econ, Ctr Int Food & Agr Policy, St Paul, MN 55108 USA
Masaki, Takaaki
Pepinsky, Thomas B.
论文数: 0引用数: 0
h-index: 0
机构:
Cornell Univ, Govt, Ithaca, NY 14853 USAUniv Minnesota, Dept Appl Econ, Ctr Int Food & Agr Policy, St Paul, MN 55108 USA