Waiting time prioritisation: Evidence from England.

A number of OECD countries have introduced waiting time prioritisation policies which give explicit priority to severely ill patients with high marginal disutility of waiting. There is however little empirical evidence on how patients are actually prioritised. We exploit a unique opportunity to investigate this issue using a large national dataset with accurate measures of severity on nearly 400,000 patients. We link data from a national patient-reported outcome measures survey to administrative data on all patients waiting for a publicly funded hip and knee replacement in England during the years 2009-14. We find that patients suffering the most severe pain and immobility have shorter waits than those suffering the least, by about 24% for hip replacement and 11% for knee replacement, and that the association is approximately linear. These differentials are more closely associated with pain than immobility, and are larger in hospitals with longer average waiting times. These result suggests that doctors prioritise patients according to severity even when no formal prioritisation policy is in place and average waiting times are short.

[1]  Luigi Siciliani,et al.  Measuring and comparing health care waiting times in OECD countries. , 2014, Health policy.

[2]  Meliyanni Johar,et al.  Discrimination in a universal health system: explaining socioeconomic waiting time gaps. , 2013, Journal of health economics.

[3]  Peter C Smith,et al.  Using panel methods to model waiting times for National Health Service surgery , 2003 .

[4]  W. Manning,et al.  The logged dependent variable, heteroscedasticity, and the retransformation problem. , 1998, Journal of health economics.

[5]  Luigi Siciliani,et al.  Waiting Time Policies in the Health Sector: What works? , 2013 .

[6]  Stephen D Carter,et al.  Supply and demand. , 2017, Journal of the American Dental Association.

[7]  Luigi Siciliani,et al.  Third degree waiting time discrimination: optimal allocation of a public sector healthcare treatment under rationing by waiting. , 2009, Health economics.

[8]  L. Siciliani,et al.  Non-Price Rationing and Waiting Times , 2011 .

[9]  C. V. D. van den Ende,et al.  The impact of waiting for total joint replacement on pain and functional status: a systematic review. , 2009, Osteoarthritis and cartilage.

[10]  L. Siciliani,et al.  An empirical analysis of the impact of choice on waiting times. , 2007, Health economics.

[11]  Luigi Siciliani,et al.  Is waiting-time prioritisation welfare improving? , 2008, Health economics.

[12]  The impact of different prioritisation policies on waiting times: case studies of Norway and Scotland. , 2013, Social science & medicine.

[13]  M. Sutton,et al.  The Impact of Waiting Time on Health Gains from Surgery: Evidence from a National Patient-reported Outcome Dataset. , 2016, Health economics.

[14]  Communities,et al.  English Indices of Deprivation , 2013 .

[15]  L. Siciliani,et al.  Do patients choose hospitals that improve their health , 2015 .

[16]  B. Espehaug,et al.  Waiting time and socioeconomic status--an individual-level analysis. , 2014, Health economics.

[17]  C. M. Lindsay,et al.  Rationing by waiting lists. , 1984, The American economic review.

[18]  Brendan Mulhern,et al.  Valuing health‐related quality of life: An EQ‐5D‐5L value set for England , 2017, Health economics.

[19]  B. Wroblewski Questionnaire on the perceptions of patients about total hip replacement. , 1996, The Journal of bone and joint surgery. British volume.

[20]  A. Carr,et al.  Questionnaire on the perceptions of patients about total knee replacement. , 1998, The Journal of bone and joint surgery. British volume.

[21]  P. Dolan,et al.  Modeling valuations for EuroQol health states. , 1997, Medical care.

[22]  F. Carlsen,et al.  Waiting times and socioeconomic status. Evidence from Norway. , 2014, Health economics.

[23]  L. Siciliani,et al.  Waiting times and socioeconomic status: evidence from England. , 2012, Social science & medicine.

[24]  M. Pearson,et al.  Health, Austerity and Economic Crisis: Assessing the Short-term Impact in OECD countries , 2014 .

[25]  Stephen Martin,et al.  Rationing by waiting lists: an empirical investigation , 1999 .

[26]  C. Propper,et al.  Competition and Quality: Evidence from the NHS Internal Market 1991-1999 , 2003 .

[27]  Oddvar Kaarboe,et al.  Prioritization and patients' rights: analysing the effect of a reform in the Norwegian hospital sector. , 2010, Social science & medicine.

[28]  L. Siciliani,et al.  Waiting times and socioeconomic status: Does sample selection matter? , 2013 .

[29]  C. Dibben,et al.  The English indices of deprivation 2004 , 2011 .

[30]  N. Gutacker,et al.  Comparing the performance of the Charlson/Deyo and Elixhauser comorbidity measures across five European countries and three conditions. , 2015, European journal of public health.

[31]  T. Holmås,et al.  Monitoring prioritisation in the public health-care sector by use of medical guidelines. The case of Norway. , 2011, Health economics.

[32]  Michele Brailsford,et al.  Independent sector treatment centres , 2006, BMJ : British Medical Journal.

[33]  Peter C Smith,et al.  The market for elective surgery: joint estimation of supply and demand. , 2007, Journal of health economics.

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

[35]  Mark Oppe,et al.  EQ-5D value sets : inventory, comparative review, and user guide , 2007 .

[36]  A. Mcguire,et al.  Equity, waiting times, and NHS reforms: retrospective study , 2009, BMJ : British Medical Journal.

[37]  Jeremy Hurst,et al.  Tackling excessive waiting times for elective surgery: a comparative analysis of policies in 12 OECD countries. , 2005, Health policy.

[38]  R. Brooks EuroQol: the current state of play. , 1996, Health policy.

[39]  Matt Sutton,et al.  Did 'Targets and Terror' Reduce Waiting Times in England for Hospital Care? , 2008 .

[40]  Pravin K. Trivedi,et al.  Regression Analysis of Count Data: Preface , 1998 .

[41]  David Parkin,et al.  Identifying the impact of government targets on waiting times in the NHS , 2009, Health care management science.