Team Composition and the Returns to Human Capital: Evidence from Nursing Teams

This paper examines the role of team production in healthcare, a sector where collaboration, communication and knowledge sharing are crucial. Employing novel high-frequency data we examine the impact of the size and human capital of hospital nursing teams on inpatient mortality. We find significant adverse mortality impacts of shortages of nurses with higher levels of general and firm-specific human capital but no clear returns to locationor team-specific experience. Adverse impacts of nurse shortages are particularly concentrated among patients with sepsis, a condition where early detection is key and nurses play a direct role in monitoring and assessing patients. JEL classification: I11, J24, J45, M50. The research was enabled by the Imperial Clinical Analytics Research and Evaluation (iCARE) environment and used the iCARE team and data resources. Data management was provided by the Big Data and Analytical Unit (BDAU) at the Institute of Global Health Innovation (IGHI). This paper has been screened to ensure no confidential information is revealed. All authors gratefully acknowledge financial support from the UK Economic and Social Research Council (ESRC) through the Centre for the Microeconomic Analysis of Public Policy (CPP) at the Institute for Fiscal Studies (ES/M010147/1) and “The impact of medical labour on variation in patient outcomes: evidence from English public hospitals” research grant (ES/S003118/1). Propper also acknowledges funding from ERC Advanced Investigator Grant Healthcare Labour. We would like to thank Eric French, Imran Rasul and seminar participants at the Institute for Fiscal Studies, University of York, Monash University, University of Sydney, Essen Health Conference 2022, European Association of Labour Economists 2022 Conference, European Health Economics Association 2022 Conference, the Royal Economic Society conference 2022, and the Allied Social Science Associations 2023 meeting for their helpful comments. Any errors are the authors’ own. Author affiliations and contacts: Kelly (Health Foundation and Institute for Fiscal Studies, elaine.kelly@health.org.uk); Propper (Imperial College Business School, Monash University and Institute for Fiscal Studies, c.propper@imperial.ac.uk, corresponding author); Zaranko (Institute for Fiscal Studies, ben.zaranko@ifs.org.uk).

[1]  M. Inada-Kim NEWS2 and improving outcomes from sepsis. , 2022, Clinical medicine.

[2]  David C. Chan,et al.  The Productivity of Professions: Evidence from the Emergency Department , 2022, SSRN Electronic Journal.

[3]  James B. Rebitzer,et al.  Team Relationships and Performance: Evidence from Healthcare Referral Networks , 2021, Manag. Sci..

[4]  M. J. Williams,et al.  Four lenses on people management in the public sector: an evidence review and synthesis , 2021, Oxford Review of Economic Policy.

[5]  Benjamin F. Jones The Rise of Research Teams: Benefits and Costs in Economics , 2021 .

[6]  Yiqun Chen Team-Specific Human Capital and Team Performance: Evidence from Doctors , 2020, American Economic Review.

[7]  D. Silver Haste or Waste? Peer Pressure and Productivity in the Emergency Department , 2020, The Review of Economic Studies.

[8]  A. Maruotti,et al.  The association between nurse staffing levels and a failure to respond to patients with deranged physiology: A retrospective observational study in the UK. , 2020, Resuscitation.

[9]  David C. Chan,et al.  Selection with Variation in Diagnostic Skill: Evidence from Radiologists , 2019, The quarterly journal of economics.

[10]  A. Maruotti,et al.  The association between nurse staffing levels and the timeliness of vital signs monitoring: a retrospective observational study in the UK , 2019, BMJ Open.

[11]  E. Rossi-Hansberg,et al.  Learning from Coworkers , 2019, Econometrica.

[12]  Jim Briggs,et al.  Nurse staffing, nursing assistants and hospital mortality: retrospective longitudinal cohort study , 2018, BMJ Quality & Safety.

[13]  J. Bion,et al.  Quality and safety of in-hospital care for acute medical patients at weekends: a qualitative study , 2018, BMC Health Services Research.

[14]  Lauren J. Breen,et al.  Perceptions of nursing workloads and contributing factors, and their impact on implicit care rationing: A Queensland, Australia study. , 2018, Journal of nursing management.

[15]  Walter Sermeus,et al.  Post-operative mortality, missed care and nurse staffing in nine countries: A cross-sectional study , 2017, International journal of nursing studies.

[16]  H. Colleen Stuart,et al.  Structural Disruption, Relational Experimentation, and Performance in Professional Hockey Teams: A Network Perspective on Member Change , 2017, Organ. Sci..

[17]  Benjamin Friedrich,et al.  The Returns to Nursing: Evidence from a Parental Leave Program , 2017 .

[18]  Joseph Price,et al.  Productivity Spillovers in Team Production: Evidence from Professional Basketball , 2017, Journal of Labor Economics.

[19]  Xavier Jaravel,et al.  Team-Specific Capital and Innovation , 2016 .

[20]  L. Grealish,et al.  'Failure to Maintain': A theoretical proposition for a new quality indicator of nurse care rationing for complex older people in hospital. , 2016, International journal of nursing studies.

[21]  Lise Tuset Gustad,et al.  Early identification of sepsis in hospital inpatients by ward nurses increases 30-day survival , 2016, Critical Care.

[22]  G. Friebel,et al.  Team Incentives and Performance: Evidence from a Retail Chain , 2015, SSRN Electronic Journal.

[23]  Patti Hamilton,et al.  Unfinished nursing care, missed care, and implicitly rationed care: State of the science review. , 2015, International journal of nursing studies.

[24]  Haizhen Lin Revisiting the relationship between nurse staffing and quality of care in nursing homes: an instrumental variables approach. , 2014, Journal of health economics.

[25]  P. Stone,et al.  Human Capital and Productivity in a Team Environment: Evidence from the Healthcare Sector , 2014 .

[26]  T. Cornelissen,et al.  Peer Effects in the Workplace , 2013, SSRN Electronic Journal.

[27]  Peter Griffiths,et al.  ‘Care left undone’ during nursing shifts: associations with workload and perceived quality of care , 2013, BMJ quality & safety.

[28]  R. Kleinpell,et al.  Implications of the new international sepsis guidelines for nursing care. , 2013, American journal of critical care : an official publication, American Association of Critical-Care Nurses.

[29]  Janet Currie,et al.  Diagnosing Expertise: Human Capital, Decision Making, and Performance among Physicians , 2013, Journal of Labor Economics.

[30]  C. Propper,et al.  Incentives in the Public Sector: Evidence from a Government Agency , 2012, SSRN Electronic Journal.

[31]  Iwan Barankay,et al.  Team Incentives: Evidence from a Firm Level Experiment , 2012, SSRN Electronic Journal.

[32]  R. Aacharya,et al.  Emergency department triage: an ethical analysis , 2011, BMC emergency medicine.

[33]  A. Shleifer,et al.  Human Capital and Regional Development , 2011 .

[34]  Marcelline R. Harris,et al.  Nurse staffing and inpatient hospital mortality. , 2011, The New England journal of medicine.

[35]  T. Wagner,et al.  Returns to physician human capital: evidence from patients randomized to physician teams. , 2010, Journal of health economics.

[36]  Jonah E. Rockoff,et al.  Worker Absence and Productivity: Evidence from Teaching , 2010, Journal of Labor Economics.

[37]  J. Gruber,et al.  Do Strikes Kill? Evidence from New York State , 2010 .

[38]  C. Propper,et al.  *Smarter Task Assignment or Greater Effort: The Impact of Incentives on Team Performance , 2009 .

[39]  O. Bandiera,et al.  Social Connections and Incentives in the Workplace: Evidence from Personnel Data , 2009, SSRN Electronic Journal.

[40]  Carol Propper,et al.  Can Pay Regulation Kill? Panel Data Evidence on the Effect of Labor Markets on Hospital Performance , 2008, Journal of Political Economy.

[41]  Jonathan Guryan,et al.  Peer Effects in the Workplace: Evidence from Random Groupings in Professional Golf Tournaments , 2007, American economic journal. Applied economics.

[42]  E. Moretti,et al.  Peers at Work , 2006, SSRN Electronic Journal.

[43]  Gary P. Pisano,et al.  The Firm Specificity of Individual Performance: Evidence from Cardiac Surgery , 2006, Manag. Sci..

[44]  E. Moretti Workers' Education, Spillovers, and Productivity: Evidence from Plant-Level Production Functions , 2004 .

[45]  B. Hamilton,et al.  Team Incentives and Worker Heterogeneity: An Empirical Analysis of the Impact of Teams on Productivity and Participation , 2001, Journal of Political Economy.

[46]  J. Mincer Schooling, Experience, and Earnings , 1976 .

[47]  Donald O. Parsons,et al.  Specific Human Capital: An Application to Quit Rates and Layoff Rates , 1972, Journal of Political Economy.

[48]  Jan C. van Ours,et al.  The Impact of Absent Coworkers on Productivity in Teams , 2022, Social Science Research Network.

[49]  J. Reade,et al.  The Long Shadow of an Infection: COVID-19 and Performance at Work , 2021 .

[50]  W. MacLeod,et al.  NBER WORKING PAPER SERIES UNDERSTANDING DOCTOR DECISION MAKING: THE CASE OF DEPRESSION , 2020 .

[51]  G. Stigler,et al.  Peer Effects in the Workplace: Evidence from Random Groupings in Professional Golf Tournaments † , 2009 .

[52]  C. Steiner,et al.  Comorbidity measures for use with administrative data. , 1998, Medical care.

[53]  G. Becker,et al.  Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition , 1993 .