Leveraging Big Data to Develop Supply Chain Management Theory: The Case of Panel Data

[1]  Ujjal Kumar Mukherjee,et al.  Product Recall Decisions in Medical Device Supply Chains: A Big Data Analytic Approach to Evaluating Judgment Bias , 2018 .

[2]  Scott Tonidandel,et al.  Big Data Methods , 2018 .

[3]  Michael N. Keas Systematizing the theoretical virtues , 2018, Synthese.

[4]  Jeffrey R. Harring,et al.  Understanding Individual-level Change Through the Basis Functions of a Latent Curve Model , 2017 .

[5]  S. T. Certo,et al.  A tale of two effects: Using longitudinal data to compare within‐ and between‐firm effects , 2017 .

[6]  Brian S. Fugate,et al.  How Organizations Respond to Information Disclosure: Testing Alternative Longitudinal Performance Trajectories , 2017 .

[7]  Brian S. Fugate,et al.  Developing and Testing a Dynamic Theory of Motor Carrier Safety , 2017 .

[8]  Niraj Kumar,et al.  Understanding big data analytics capabilities in supply chain management: Unravelling the issues, challenges and implications for practice , 2017, Transportation Research Part E: Logistics and Transportation Review.

[9]  Mikko Ketokivi,et al.  Addressing the endogeneity dilemma in operations management research: Theoretical, empirical, and pragmatic considerations , 2017 .

[10]  Jason W. Miller Discrete Time Hazard Modeling of Large Motor Carriers' Longitudinal Safety Performance , 2017 .

[11]  John P. Saldanha,et al.  A New Look at the Longitudinal Relationship Between Motor Carrier Financial Performance and Safety , 2016 .

[12]  Jeffrey R. Harring,et al.  On the Estimation of Nonlinear Mixed-Effects Models and Latent Curve Models for Longitudinal Data , 2016 .

[13]  N. Sanders How to Use Big Data to Drive Your Supply Chain , 2016 .

[14]  J. Gaughan,et al.  Association Between Medicare Summary Star Ratings for Patient Experience and Clinical Outcomes in US Hospitals , 2016, Journal of patient experience.

[15]  Brett Massimino,et al.  Accessing Online Data: Web‐Crawling and Information‐Scraping Techniques to Automate the Assembly of Research Data , 2016 .

[16]  Amydee M. Fawcett,et al.  Sweating the Assets: Asset Leanness and Financial Performance in the Motor Carrier Industry , 2016 .

[17]  Elliot Bendoly,et al.  Fit, Bias, and Enacted Sensemaking in Data Visualization: Frameworks for Continuous Development in Operations and Supply Chain Management Analytics , 2016 .

[18]  Stephen R. Barley,et al.  60th Anniversary Essay , 2016 .

[19]  D. Rogers,et al.  Bridging structural holes in global manufacturing equity based partnerships: A network analysis of domestic vs. international joint venture formations , 2016 .

[20]  Mark J. Cotteleer,et al.  Does the Starting Point Matter? The Literature‐Driven and the Phenomenon‐Driven Approaches of Using Corporate Archival Data in Academic Research , 2016 .

[21]  Alan M Zaslavsky,et al.  Accelerating Improvement and Narrowing Gaps: Trends in Patients' Experiences with Hospital Care Reflected in HCAHPS Public Reporting. , 2015, Health services research.

[22]  H. Kincaid Open Empirical and Methodological Issues in the Individualism-Holism Debate , 2015, Philosophy of Science.

[23]  Rune Nyrup How Explanatory Reasoning Justifies Pursuit: A Peircean View of IBE , 2015, Philosophy of Science.

[24]  G. G. Hegde,et al.  Strategic Management of Operations in the Emergency Department , 2015 .

[25]  Bradley R. Staats,et al.  Motivating Process Compliance through Individual Electronic Monitoring: An Empirical Examination of Hand Hygiene in Healthcare , 2015, Manag. Sci..

[26]  T. Mitchell,et al.  Event System Theory: An Event-Oriented Approach to the Organizational Sciences , 2015 .

[27]  Jason T. Newsom,et al.  Longitudinal Structural Equation Modeling , 2015 .

[28]  J. A. Jones,et al.  The Normal-Theory and Asymptotic Distribution-Free (ADF) Covariance Matrix of Standardized Regression Coefficients: Theoretical Extensions and Finite Sample Behavior , 2015, Psychometrika.

[29]  Gerald F. Davis Editorial Essay , 2015 .

[30]  Peter T. Ward,et al.  Role of Bottom-Up Decision Processes in Improving the Quality of Health Care Delivery: A Contingency Perspective , 2015 .

[31]  Sengun Yeniyurt,et al.  The Role of Ego Network Structure in Facilitating Ego Network Innovations , 2015 .

[32]  Ellen L Hamaker,et al.  A critique of the cross-lagged panel model. , 2015, Psychological methods.

[33]  T. Schoenherr,et al.  Data Science, Predictive Analytics, and Big Data in Supply Chain Management: Current State and Future Potential , 2015 .

[34]  Susan D. Moffatt-Bruce,et al.  The Impact of Combining Conformance and Experiential Quality on Hospitals’ Readmissions and Cost Performance , 2014, Manag. Sci..

[35]  Daniel R. Krause,et al.  The Effects of the Economic Downturn on Interdependent Buyer–Supplier Relationships , 2014 .

[36]  K. Jones,et al.  Explaining Fixed Effects: Random Effects Modeling of Time-Series Cross-Sectional and Panel Data* , 2014, Political Science Research and Methods.

[37]  I. Wilson,et al.  Factors in patients’ experience of hospital care: Evidence from California, 2009–2011 , 2014 .

[38]  Alex Pentland,et al.  Big Data and Management , 2014 .

[39]  Sengun Yeniyurt,et al.  The Role of Ego Networks in Manufacturing Joint Venture Formations , 2014 .

[40]  Anand Nair,et al.  Examining the impact of clinical quality and clinical flexibility on cardiology unit performance—Does experiential quality act as a specialized complementary asset? , 2013 .

[41]  S. Fawcett,et al.  Click Here for a Data Scientist: Big Data, Predictive Analytics, and Theory Development in the Era of a Maker Movement Supply Chain , 2013 .

[42]  S. Fawcett,et al.  Data Science, Predictive Analytics, and Big Data: A Revolution that Will Transform Supply Chain Design and Management , 2013 .

[43]  Erik Brynjolfsson,et al.  Big data: the management revolution. , 2012, Harvard business review.

[44]  E. Hamaker,et al.  Investigating inter-individual differences in short-term intra-individual variability. , 2012, Psychological methods.

[45]  J. Stamps,et al.  Unpredictable animals: individual differences in intraindividual variability (IIV) , 2012, Animal Behaviour.

[46]  Kenneth K. Boyer,et al.  Process quality improvement: An examination of general vs. outcome-specific climate and practices in hospitals , 2012 .

[47]  E. Rabinovich,et al.  Expanding Horizons and Deepening Understanding via the Use of Secondary Data Sources , 2011 .

[48]  Kenneth K. Boyer,et al.  Process Management Impact on Clinical and Experiential Quality: Managing Tensions between Safe and Patient-Centered Healthcare , 2011, Manuf. Serv. Oper. Manag..

[49]  Corey M. Angst,et al.  Doctors’ orders––If they’re electronic, do they improve patient satisfaction? A complements/substitutes perspective , 2011 .

[50]  Richard Germain,et al.  The Impact of Relational Supplier Exchange on Financial Performance: A Study of the Hospital Sector , 2011 .

[51]  Andrew M. Hardin,et al.  A Commentary on the Use of Formative Measurement , 2011 .

[52]  E John Orav,et al.  Quality of care and patient outcomes in critical access rural hospitals. , 2011, JAMA.

[53]  Ryan W. Buell,et al.  Are Self‐Service Customers Satisfied or Stuck? , 2010 .

[54]  Megan K. Beckett,et al.  Hospital survey shows improvements in patient experience. , 2010, Health affairs.

[55]  Carl Marcus Wallenburg,et al.  CUSTOMER LOYALTY IN LOGISTICS OUTSOURCING RELATIONSHIPS: AN EXAMINATION OF THE MODERATING EFFECTS OF CONFLICT FREQUENCY , 2010 .

[56]  F. Leeuw,et al.  Unpacking Black Boxes: Mechanisms and Theory Building in Evaluation , 2010 .

[57]  Gerald F. Davis,et al.  Do Theories of Organizations Progress? , 2010 .

[58]  Chad W. Autry,et al.  Evaluating buyer–supplier relationship–performance spirals: A longitudinal study , 2010 .

[59]  S. Routroy,et al.  Evaluation of Inventory Performance for Perishable Products through Simulation , 2010 .

[60]  M. Elliott,et al.  Characteristics of Hospitals Demonstrating Superior Performance in Patient Experience and Clinical Process Measures of Care , 2010, Medical care research and review : MCRR.

[61]  Marc N Elliott,et al.  Development, Implementation, and Public Reporting of the HCAHPS Survey , 2010, Medical care research and review : MCRR.

[62]  C S Bergeman,et al.  Using derivative estimates to describe intraindividual variability at multiple time scales. , 2009, Psychological methods.

[63]  M. Toffel,et al.  How Firms Respond to Being Rated , 2009 .

[64]  M. C. Edwards,et al.  Measurement and the Study of Change , 2009 .

[65]  Nancy Lea Hyer,et al.  Performance analysis of a focused hospital unit: The case of an integrated trauma center , 2009 .

[66]  A. Jha,et al.  Patients' perception of hospital care in the United States. , 2008, The New England journal of medicine.

[67]  Andrea M. Hussong,et al.  Incorporating Measurement Nonequivalence in a Cross-Study Latent Growth Curve Analysis , 2008, Structural equation modeling : a multidisciplinary journal.

[68]  D. Hedeker,et al.  An Application of a Mixed‐Effects Location Scale Model for Analysis of Ecological Momentary Assessment (EMA) Data , 2008, Biometrics.

[69]  D. Carpenter Bringing discipline to your supply chain. , 2008, Hospitals & health networks.

[70]  Lesa Hoffman Multilevel Models for Examining Individual Differences in Within-Person Variation and Covariation Over Time , 2007 .

[71]  Daniel J. Bauer Observations on the Use of Growth Mixture Models in Psychological Research , 2007 .

[72]  Jeffrey R. Harring,et al.  Analysis of nonlinear patterns of change with random coefficient models. , 2007, Annual review of psychology.

[73]  T. Salthouse Implications of within-person variability in cognitive and neuropsychological functioning for the interpretation of change. , 2007, Neuropsychology.

[74]  K. Mark Weaver,et al.  EXPLORATION, EXPLOITATION AND SATISFACTION IN SUPPLY CHAIN PORTFOLIO STRATEGY , 2007 .

[75]  Eric W. K. Tsang Behavioral assumptions and theory development: the case of transaction cost economics , 2006 .

[76]  J. Sperl-Hillen,et al.  Challenges of Change: A Qualitative Study of Chronic Care Model Implementation , 2006, The Annals of Family Medicine.

[77]  Martin Kilduff,et al.  Editor's Comments: Publishing Theory , 2006 .

[78]  Theodore A. Walls,et al.  Multilevel Autoregressive Modeling of Interindividual Differences in the Stability of a Process , 2006 .

[79]  P. Rabbitt,et al.  Cognitive performance inconsistency: intraindividual change and variability. , 2005, Psychology and aging.

[80]  Sriram Thirumalai,et al.  Customer satisfaction with order fulfillment in retail supply chains: implications of product type in electronic B2C transactions , 2005 .

[81]  G. Seber,et al.  Nonlinear Regression: Seber/Nonlinear Regression , 2005 .

[82]  Shelley A Blozis,et al.  Structured latent curve models for the study of change in multivariate repeated measures. , 2004, Psychological methods.

[83]  C. Halaby,et al.  Panel Models in Sociological Research: Theory into Practice , 2004 .

[84]  Das Narayandas,et al.  Building and Sustaining Buyer–Seller Relationships in Mature Industrial Markets , 2004 .

[85]  J. Ware,et al.  Applied Longitudinal Analysis , 2004 .

[86]  S. MacDonald,et al.  Performance variability is related to change in cognition: evidence from the Victoria Longitudinal Study. , 2003, Psychology and aging.

[87]  Daniel J Bauer,et al.  Distributional assumptions of growth mixture models: implications for overextraction of latent trajectory classes. , 2003, Psychological methods.

[88]  R. Cudeck,et al.  A realistic perspective on pattern representation in growth data: comment on Bauer and Curran (2003). , 2003, Psychological methods.

[89]  Thomas J. Goldsby,et al.  LOGISTICS SERVICE PERFORMANCE: ESTIMATING ITS INFLUENCE ON MARKET SHARE , 2003 .

[90]  Keith F Widaman,et al.  On specifying the null model for incremental fit indices in structural equation modeling. , 2003, Psychological methods.

[91]  Robert C MacCallum,et al.  2001 Presidential Address: Working with Imperfect Models , 2003, Multivariate behavioral research.

[92]  Robert E. Ployhart,et al.  Longitudinal data analysis , 2002 .

[93]  G. Jin,et al.  The Effect of Information on Product Quality: Evidence from Restaurant Hygiene Grade Cards , 2002 .

[94]  Robert Cudeck,et al.  Multiphase mixed-effects models for repeated measures data , 2002 .

[95]  Deborah G. . Ancona,et al.  Time: A New Research Lens , 2001 .

[96]  Gary P. Pisano,et al.  Organizational Differences in Rates of Learning: Evidence from the Adoption of Minimally Invasive Cardiac Surgery , 2001, Manag. Sci..

[97]  A. Hoffman,et al.  Not All Events are Attended Equally: Toward a Middle-Range Theory of Industry Attention to External Events , 2001 .

[98]  Browne,et al.  Cross-Validation Methods. , 2000, Journal of mathematical psychology.

[99]  D. O'Rourke,et al.  Reinventing Environmental Regulation from the Grassroots Up: Explaining and Expanding the Success of the Toxics Release Inventory , 2000, Environmental management.

[100]  Thomas J. Goldsby,et al.  Effect of service supplier performance on satisfaction and loyalty of store managers in the fast food industry , 1999 .

[101]  John T. Behrens,et al.  Principles and procedures of exploratory data analysis. , 1997 .

[102]  Rekha Menon,et al.  Child Nutrition, Child Health, and School Enrollment: A Longitudinal Analysis , 1997 .

[103]  J. Wakefield The Bayesian Analysis of Population Pharmacokinetic Models , 1996 .

[104]  M. J. Bayarri,et al.  The relation between theory and application in statistics , 1995 .

[105]  Barry M. Staw,et al.  What Theory is Not , 1995 .

[106]  L. Whitt Indices of Theory Promise , 1992, Philosophy of Science.

[107]  Jon A. Krosnick,et al.  Aging, Cohorts, and the Stability of Sociopolitical Orientations Over the Life Span , 1991, American Journal of Sociology.

[108]  S J Henly,et al.  Model selection in covariance structures analysis and the "problem" of sample size: a clarification. , 1991, Psychological bulletin.

[109]  L. Argote,et al.  The persistence and transfer of learning in industrial settings , 1990 .

[110]  L. Sherman Police Crackdowns: Initial and Residual Deterrence , 1990, Crime and Justice.

[111]  Robert Cudeck,et al.  Analysis of correlation matrices using covariance structure models. , 1989 .

[112]  C. Granger Some recent development in a concept of causality , 1988 .

[113]  R. Cudeck Msultiplicative Models and MTMM Matrices , 1988 .

[114]  J. Coleman Social Theory, Social Research, and a Theory of Action , 1986, American Journal of Sociology.

[115]  D. Rindskopf Using phantom and imaginary latent variables to parameterize constraints in linear structural models , 1984 .

[116]  M. Browne,et al.  Cross-Validation Of Covariance Structures. , 1983, Multivariate behavioral research.

[117]  M. A. Foulkes,et al.  An index of tracking for longitudinal data , 1981 .

[118]  Louis E. Yelle THE LEARNING CURVE: HISTORICAL REVIEW AND COMPREHENSIVE SURVEY , 1979 .

[119]  Paul Thagard,et al.  The Best Explanation: Criteria for Theory Choice , 1978 .

[120]  Michael W. Browne,et al.  PREDICTIVE VALIDITY OF A LINEAR REGRESSION EQUATION , 1975 .

[121]  F. Lévy Adaptation in the Production Process , 1965 .

[122]  Louis Guttman,et al.  A generalized simplex for factor analysis , 1955 .

[123]  C. I. Mosier I. Problems and Designs of Cross-Validation 1 , 1951 .

[124]  Kenneth K. Boyer,et al.  The Effects of Agglomeration and National Property Rights on Digital Confidentiality Performance , 2017 .

[125]  Christopher M. McDermott,et al.  The impact of Health Information Technology bundles on Hospital performance: An econometric study , 2016 .

[126]  Kenneth K. Boyer,et al.  Operational and strategic information processing: Complementing healthcare IT infrastructure , 2015 .

[127]  David Xin Ding,et al.  The effect of experience, ownership and focus on productive efficiency: : A longitudinal study of U.S. hospitals , 2014 .

[128]  R. F. Poist,et al.  The Changing Nature of Research in the Transportation Journal: Some Historical Perspectives , 2011 .

[129]  Daniel J. Bauer,et al.  The disaggregation of within-person and between-person effects in longitudinal models of change. , 2011, Annual review of psychology.

[130]  Sengun Yeniyurt,et al.  TO BID OR NOT TO BID: DRIVERS OF BIDDING BEHAVIOR IN ELECTRONIC REVERSE AUCTIONS , 2011 .

[131]  L. Collins Analysis of longitudinal data: the integration of theoretical model, temporal design, and statistical model. , 2006, Annual review of psychology.

[132]  J. Singer,et al.  Applied Longitudinal Data Analysis , 2003 .

[133]  Robert C. MacCallum,et al.  Alternative Strategies for Cross-Validation of Covariance Structure Models. , 1994, Multivariate behavioral research.

[134]  John R. Nesselroade,et al.  Interindividual differences in intraindividual change. , 1991 .

[135]  Michael W. Browne,et al.  Best methods for the analysis of change: Recent advances, unanswered questions, future directions. , 1991 .

[136]  Norman Cliff,et al.  Ordinal methods in the assessment of change. , 1991 .

[137]  B. Muthén,et al.  Assessing Reliability and Stability in Panel Models , 1977 .