TITLE

THE REGRESSION-ANALOG TO SURVIVAL ANALYSIS: A SELECTED APPLICATION TO TURNOVER RESEARCH

AUTHOR(S)
MORITA, JUNE G.; LEE, THOMAS W.; MOWDAY, RICHARD T.
PUB. DATE
December 1993
SOURCE
Academy of Management Journal;Dec1993, Vol. 36 Issue 6, p1430
SOURCE TYPE
Academic Journal
DOC. TYPE
Article
ABSTRACT
The broad applicability of the regression-analog to survival analysis to the study of time-dependent relationships is described and empirically illustrated. Our presentation extends prior work focusing on life table analysis and the ANOVA-analog. In particular, we discuss decisions that researchers should make prior to calculating survival equations, subsequent estimation and interpretation of empirical results, graphical data analysis, and the treatment of time-dependent covariates. Our goal in providing this description and empirical illustration is to increase the accessibility of survival analysis to researchers working in a broad number of management-related areas.
ACCESSION #
9410210641

Tags: REGRESSION analysis;  TURNOVER (Business);  WORK;  MANAGEMENT research;  BUSINESS;  ESTIMATION theory;  INDUSTRIAL management;  DATA analysis;  LONGITUDINAL method;  MANAGEMENT science;  LOGISTIC regression analysis;  PROFITABILITY

 

Related Articles

  • Muhasebe Manipülasyonu ve Firma Performansı İlişkisi: İMKB Uygulaması. VARICI, İdiris; ER, Bünyamin // Ege Academic Review;Jan2013, Vol. 13 Issue 1, p43 

    Reliability of financial statements that containing final imformation about the enterprises is very important. However, the final imformation based on the accounting records of enterprise can be not accuracy through accounting manipülation. Inaccurate and untrusting imformation has an important...

  • ADTreesLogit model for customer churn prediction. Jiayin Qi; Li Zhang; Yanping Liu; Ling Li; Yongpin Zhou; Yao Shen; Liang Liang; Huaizu Li // Annals of Operations Research;Apr2009, Vol. 168 Issue 1, p247 

    In this paper, we propose ADTreesLogit, a model that integrates the advantage of ADTrees model and the logistic regression model, to improve the predictive accuracy and interpretability of existing churn prediction models. We show that the overall predictive accuracy of ADTreesLogit model...

  • IS MEMNUNIYETI BOYUTLARI (ISE ILISKIN ALGILAR) ILE PERSONEL DEVRI ARASINDAKI ILISKININ KANTITATIF ANALİ... Eren, Adalet // Journal of International Social Research;Summer2011, Vol. 4 Issue 18, p404 

    This study analyzes job satisfaction dimensions that affect voluntary turnover in the special defence and security companies. A binomial logistic regression model is used to estimate voluntary turnover. Binomial logitic regression, reliability test (scale alfa) and other basic statistical...

  • Changing health inequalities in Germany from 1994 to 2008 between employed and unemployed adults. Kroll, Lars; Lampert, Thomas // International Journal of Public Health;Jun2011, Vol. 56 Issue 3, p329 

    Objectives: Unemployment is a major determinant of health. We investigate whether health inequalities with regards to employment status have changed in Germany. Methods: We used longitudinal data for the years 1994-2008 from a representative panel study (GSOEP). The sample consisted of...

  • Perceived Risk and Quitting Behaviors: Results From the ITC 4-Country Survey. Costello, Mary Jean; Logel, Christine; Fong, Geoffrey T.; Zanna, Mark P.; McDonald, Paul W. // American Journal of Health Behavior;Sep/Oct2012, Vol. 36 Issue 5, p681 

    Objective: To rigorously test the relation between perceived risk (ie, belief about the likelihood of harm) and quitting smoking. Methods: Data from a longitudinal study with a nonrestrictive sample of smokers (N = 4307) from the United States, Canada, the United Kingdom, and Australia were...

  • Bidirectional association between physical activity and symptoms of anxiety and depression: the Whitehall II study. Azevedo Da Silva, Marine; Singh-Manoux, Archana; Brunner, Eric; Kaffashian, Sara; Shipley, Martin; Kivim�ki, Mika; Nabi, Hermann // European Journal of Epidemiology;Jul2012, Vol. 27 Issue 7, p537 

    Although it has been hypothesized that the association of physical activity with depressive and anxiety symptoms is bidirectional, few studies have examined this issue in a prospective setting. We studied this bidirectional association using data on physical activity and symptoms of anxiety and...

  • Prediction of Mortality in Pediatric Burn Injuries: R-Baux Score to Be Applied in Children (Pediatrics-Baux Score). Karimi, Hamid; Motevalian, Seyed-Abbas; Rabbani, Amirhossein; Motabar, Amir-Reza; Vasigh, Mahtab; Sabzeparvar, Mansoureh; Mobayen, Mohammadreza // Iranian Journal of Pediatrics;Apr2013, Vol. 23 Issue 2, p165 

    Objective: R-Baux score has obtained an acceptable validity and accuracy in predicting burn-related mortality. However, its usage and efficacy among pediatric burn patients has not been well documented. The aim of this study was to employ Pediatrics-Baux (P-Buax) score as modified version of...

  • Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural Image Statistics. Gutmann, Michael U.; Hyv�rinen, Aapo // Journal of Machine Learning Research;Feb2012, Vol. 13 Issue 2, p307 

    We consider the task of estimating, from observed data, a probabilistic model that is parameterized by a finite number of parameters. In particular, we are considering the situation where the model probability density function is unnormalized. That is, the model is only specified up to the...

  • Risk for obesity in adolescence starts in early childhood. Shankaran, S; Bann, C; Das, A; Lester, B; Bada, H; Bauer, C R; La Gasse, L; Higgins, R D // Journal of Perinatology;Nov2011, Vol. 31 Issue 11, p711 

    Objective:The objective of this study was to assess the predictive value of body mass index (BMI) at earlier ages on risk of overweight/obesity at age of 11 years.Study Design:This is a longitudinal study of 907 children from birth to age of 11 years. Predictors include BMI at earlier ages and...

Share

Read the Article

Courtesy of VIRGINIA BEACH PUBLIC LIBRARY AND SYSTEM

Sign out of this library

Other Topics