Aide à la décision pour le dimensionnement et le pilotage de ressources humaines mutualisées en milieu hospitalier

Le regroupement des blocs operatoires au sein d'un Plateau Medico-Technique (PMT) presente des enjeux dans la phase de conception (dimensionnement des ressources et choix d'organisation) et dans la phase de pilotage (planification de l'activite et affectation des ressources humaines et materielles) face auxquels les decideurs hospitaliers manquent d'outils. En reponse a ces besoins, cette these propose une demarche globale d'aide a la decision pour la conception du PMT et le pilotage des ressources humaines mutualisees de ce secteur. Cette demarche aborde trois principaux problemes. Dans un premier temps, nous nous interessons a la modelisation des processus de PMT existants, dont le but est de faire emerger un diagnostic et d'engager une demarche d'amelioration de la performance. Ces modeles sont reutilises dans un second temps pour la modelisation des processus cibles qui nous permettent d'obtenir, par simulation de l'activite, les courbes de charge exprimant les besoins en personnel. Nous abordons la question du dimensionnement du personnel regroupe du PMT par la construction des vacations couvrant cette charge previsionnelle, a l'aide de la Programmation Lineaire en Nombres Entiers (PLNE) couplee a la simulation de flux. Dans un troisieme temps, nous etudions deux problemes de planication d'horaires de travail : celui des infirmiers anesthesistes et celui des medecins anesthesistes, pour lesquels nous developpons plusieurs approches de resolution basees sur la Programmation Lineaire Mixte (PLM) et sur la Programmation Par Contraintes (PPC), experimentees et validees dans le cadre d'applications reelles.

[1]  Steve Scott,et al.  Case-Bases Incorporating Scheduling Constraint Dimensions - Experiences in Nurse Rostering , 1998, EWCBR.

[2]  Angel B. Ruiz,et al.  L’approche chaîne d’approvisionnement pour organiser un service d’approvisionnement hospitalier , 2004 .

[3]  Jonathan F. Bard Selecting the appropriate input data set when configuring a permanent workforce , 2004, Comput. Ind. Eng..

[4]  Stephen E. Bechtold,et al.  Implicit modeling of flexible break assignments in optimal shift scheduling , 1990 .

[5]  Andrew Lim,et al.  Nurse rostering problems - a bibliographic survey , 2003, Eur. J. Oper. Res..

[6]  Ariane Partouche Planification d'horaires de travail : méthodologie, modélisation et résolution à l'aide de la programmation linéaire en nombres entiers et de la programmation par contraintes , 1998 .

[7]  Theodore J. Williams,et al.  The Purdue Enterprise Reference Architecture , 1992, DIISM.

[8]  Jacques A. Ferland,et al.  A Multi-objective Approach to Nurse Scheduling with both Hard and Soft Constraints , 1996 .

[9]  George B. Dantzig,et al.  Letter to the Editor - A Comment on Edie's "Traffic Delays at Toll Booths" , 1954, Oper. Res..

[10]  Sondes Chaabane,et al.  GESTION PREDICTIVE DES BLOCS OPERATOIRES , 2004 .

[11]  N. Sampieri,et al.  Enjeux Et Perspectives Des Pratiques Logistiques : Pour Une Amelioration Globale De La Performance – Le Cas De L'Hopital Public Français , 2000 .

[12]  C. Standridge A tutorial on simulation in health care: applications and issues , 1999, WSC'99. 1999 Winter Simulation Conference Proceedings. 'Simulation - A Bridge to the Future' (Cat. No.99CH37038).

[13]  D. Pellerin La chirurgie ambulatoire1Communication faite à l’Académie nationale de médecine le 12 juin 2001. Bull Acad Natle Med 2001 ; 185 : n ° 6. , 2001 .

[14]  É. Marcon,et al.  The operating theatre planning by the follow-up of the risk of no realization , 2003 .

[15]  Hesham K. Alfares,et al.  Survey, Categorization, and Comparison of Recent Tour Scheduling Literature , 2004, Ann. Oper. Res..

[16]  F. Dexter,et al.  Which algorithm for scheduling add-on elective cases maximizes operating room utilization? Use of bin packing algorithms and fuzzy constraints in operating room management. , 1999, Anesthesiology.

[17]  Nysret Musliu,et al.  Local search for shift design , 2004, Eur. J. Oper. Res..

[18]  Goal Programming and Multiple Objective Optimization , 2022 .

[19]  Uwe Aickelin,et al.  An Indirect Genetic Algorithm for a Nurse Scheduling Problem , 2004, Comput. Oper. Res..

[20]  Gary M. Thompson Representing employee requirements in labour tour scheduling , 1993 .

[21]  Jeffrey L. Arthur,et al.  A Multiple Objective Nurse Scheduling Model , 1981 .

[22]  Hendrik Van Landeghem,et al.  The State of the Art of Nurse Rostering , 2004, J. Sched..

[23]  F Dexter,et al.  Weekend operating room on call staffing requirements. , 2001, AORN journal.

[24]  Guy Doumeingts,et al.  Methodologies for designing CIM systems: a survey , 1995 .

[25]  Yew-Cheong Peter Chan La planification du personnel : acteurs, actions et termes multiples pour une planification opérationnelle des personnes , 2002 .

[26]  Turgut Aykin,et al.  A comparative evaluation of modeling approaches to the labor shift scheduling problem , 2000, Eur. J. Oper. Res..

[27]  Sondes Hammami,et al.  Aide à la décision dans le pilotage des flux matériels et patients d'un plateau médico-technique , 2006 .

[28]  James E. Bailey,et al.  Goal Programming Model Subsystem of a Flexible Nurse Scheduling Support System , 1988 .

[29]  Richard H. Weston,et al.  The complementary use of IDEF and UML modelling approaches , 2003, Comput. Ind..

[30]  Gary M. Thompson,et al.  Labor scheduling using NPV estimates of the marginal benefit of additional labor capacity , 1995 .

[31]  William L. Berry,et al.  Heuristic Methods for Telephone Operator Shift Scheduling: An Experimental Analysis , 1976 .

[32]  R. Linn,et al.  A simulation-ILP based tool for scheduling ER staff , 2003, Proceedings of the 2003 Winter Simulation Conference, 2003..

[33]  D. Bates,et al.  Effect of reducing interns' work hours on serious medical errors in intensive care units. , 2004, The New England journal of medicine.

[34]  Andreas T. Ernst,et al.  Staff scheduling and rostering: A review of applications, methods and models , 2004, Eur. J. Oper. Res..

[35]  Scott Stephens,et al.  Supply Chain Operations Reference Model Version 5.0: A New Tool to Improve Supply Chain Efficiency and Achieve Best Practice , 2001, Inf. Syst. Frontiers.

[36]  S. S. Al Sharif,et al.  A 0-1 goal programming model for nurse scheduling , 2005, Comput. Oper. Res..

[37]  Kenneth R. Baker,et al.  Workforce Allocation in Cyclical Scheduling Problems: A Survey , 1976 .

[38]  K.-H. Kim,et al.  Process reverse engineering for BPR: A form-based approach , 1998, Inf. Manag..

[39]  Les plateaux techniques liés aux interventions sous anesthésie entre 1992 et 2000 : une évolution contrastée, reflet de la spécialisation croissante des secteurs public et privé , 2002 .

[40]  Lorenzo Moreno Ruiz,et al.  Patient-centered computer simulation in hospital management , 1998, J. Netw. Comput. Appl..

[41]  Christophe Fagnart,et al.  ALIX: une méthode de modélisationdes flux d'un système de production , 2003 .

[42]  Lorenzo Moreno Ruiz,et al.  Using KADS methodology in a simulation assisted knowledge based system: application to hospital management , 2001, Expert Syst. Appl..

[43]  Christophe Pascal,et al.  Repenser les processus à l'hôpital. Une méthode au service de la performance , 2004 .

[44]  Stephen E. Bechtold,et al.  Improvement of Labour Utilisation in Shift Scheduling for Services with Implicit Optimal Modelling , 1991 .

[46]  Alain Guinet,et al.  Conduite du changement dans le cadre du regroupement de plateaux médicotechniques : Apport de la modélisation d'entreprise , 2004 .

[47]  É. Marcon,et al.  Determining the Number of Beds in the Postanesthesia Care Unit: A Computer Simulation Flow Approach , 2003, Anesthesia and analgesia.

[48]  M. Gervais Stratégie de l'entreprise , 2003 .

[49]  James M. Tien,et al.  On Manpower Scheduling Algorithms , 1982 .

[50]  Kurt M. Bretthauer,et al.  Reexamining the Nurse Scheduling Problem: Staffing Ratios and Nursing Shortages , 2006, Decis. Sci..

[51]  A. Charnes,et al.  Goal programming and multiple objective optimizations: Part 1 , 1977 .

[52]  Margarida Moz,et al.  A genetic algorithm approach to a nurse rerostering problem , 2007, Comput. Oper. Res..

[53]  F. Dexter,et al.  Forecasting surgical groups' total hours of elective cases for allocation of block time: application of time series analysis to operating room management. , 1999, Anesthesiology.

[54]  Peter I. Cowling,et al.  A Memetic Approach to the Nurse Rostering Problem , 2001, Applied Intelligence.

[55]  Franklin Dexter,et al.  Review of operational decision making before the day of surgery based on operating room efficiency , 2004 .

[56]  Elwood S. Buffa,et al.  AN INTEGRATED WORK SHIFT SCHEDULING SYSTEM , 1976 .

[57]  Michael M. Kostreva,et al.  Nurse scheduling on a microcomputer , 1991, Comput. Oper. Res..

[58]  P. Michelon,et al.  A mathematical programming approach for scheduling physicians in the emergency room , 2000, Health care management science.

[59]  Slim Abdennadher,et al.  Nurse Scheduling using Constraint Logic Programming , 1999, AAAI/IAAI.

[60]  Manuel D. Rossetti,et al.  Emergency department simulation and determination of optimal attending physician staffing schedules , 1999, WSC '99.

[61]  T. Aykin Optimal Shift Scheduling with Multiple Break Windows , 1996 .

[62]  Taher Hassan Logistique hospitalière : organisation de la chaîne logistique pharmaceutique aval et optimisation des flux de consommables et des matériels à usage unique. (Hospital logistics: organization of the downstream pharmaceutical supply chain and optimization of consumables and materials with single use) , 2006 .

[63]  Yves Ducq,et al.  Re-engineering d'un système hospitalier par l'utilisation de la méthodologie GRAI , 2005 .

[64]  Said Kharraja Outils d'aide à la planification et l'ordonnancement des plateaux médico-techniques , 2003 .

[65]  Guy Doumeingts,et al.  GRAI Grid Decisional Modelling , 1998 .

[66]  Margaret A. Draeger,et al.  An emergency department simulation model used to evaluate alternative nurse staffing and patient population scenarios , 1992, WSC '92.

[67]  Fred W. Glover,et al.  Tabu Search , 1997, Handbook of Heuristics.

[68]  Luis G. Vargas,et al.  Estimating Times of Surgeries with Two Component Procedures: Comparison of the Lognormal and Normal Models , 2003, Anesthesiology.

[69]  Efthymios Housos,et al.  Hybrid optimization techniques for the workshift and rest assignment of nursing personnel , 2000, Artif. Intell. Medicine.

[70]  P. Sánchez,et al.  A SIMULATION-ILP BASED TOOL FOR SCHEDULING ER STAFF , 2003 .

[71]  Kathryn A. Dowsland,et al.  Nurse scheduling with tabu search and strategic oscillation , 1998, Eur. J. Oper. Res..

[72]  Richard J. Mayer,et al.  Information Integration for Concurrent Engineering (IICE) IDEF3 Process Description Capture Method Report , 1992 .

[73]  Andreas T. Ernst,et al.  An Annotated Bibliography of Personnel Scheduling and Rostering , 2004, Ann. Oper. Res..

[74]  M. Carter,et al.  Scheduling Emergency Room Physicians , 2001, Health care management science.

[75]  Laure-Emmanuelle Drezet Résolution d'un problème de gestion de projets sous contraintes de ressources humaines : de l'approche prédictive à l'approche réactive , 2005 .

[76]  Alain Guinet Scheduling independent jobs on uniform parallel machines to minimize tardiness criteria , 1995, J. Intell. Manuf..

[77]  Michael J. Showalter,et al.  Simple Approaches to Shift, Days-Off and Tour Scheduling Problems , 1983 .

[78]  Kamel Heus Gestion des plannings infirmiers : application des techniques de programmation par contraintes , 1996 .

[79]  Alain Guinet,et al.  Operating theatre planning. , 2003, Nursing mirror and midwives journal.

[80]  Michael J. Brusco,et al.  An integrated analysis of nurse staffing and scheduling policies , 1996 .

[81]  Uwe Aickelin,et al.  Exploiting Problem Structure in a Genetic Algorithm Approach to a Nurse Rostering Problem , 2000, ArXiv.

[82]  Ivo Blöchliger,et al.  Modeling staff scheduling problems. A tutorial , 2004, Eur. J. Oper. Res..

[83]  E. Jacquet-Lagreze,et al.  The shift scheduling problem : different formulations and solution methods , 1998 .

[84]  Tamás Vinkó,et al.  A comparison of complete global optimization solvers , 2005, Math. Program..

[85]  Gerald W. Evans,et al.  A simulation model for evaluating personnel schedules in a hospital emergency department , 1996, Winter Simulation Conference.

[86]  Michael M. Kostreva,et al.  Nurse Preferences vs. Circadian Rhythms in Scheduling: A preliminary study indicates that a variety of scheduling methods may be needed to match specific unit requirements , 1989 .

[87]  Edmund K. Burke,et al.  A Hybrid Tabu Search Algorithm for the Nurse Rostering Problem , 1998, SEAL.

[88]  Georges Weil,et al.  Constraint programming for nurse scheduling , 1995 .

[89]  Jean-Louis Le Moigne La Modelisation des Systemes Complexes , 1990 .

[90]  Leon F. McGinnis,et al.  One- and two-phase heuristics for workforce scheduling , 1978 .

[91]  A. P. Kumar,et al.  Discrete simulation application-scheduling staff for the emergency room , 1989, WSC '89.

[92]  Eric Marcon,et al.  Modèles et stratégies de programmation opératoire , 2003 .

[93]  Larry W. Jacobs,et al.  Cost analysis of alternative formulations for personnel scheduling in continuously operating organizations , 1995 .

[94]  A. Rakotondranaivo Contribution de la modélisation à l'évaluation des performances des organisations de santé : application au réseau régional de cancérologie Oncolor , 2006 .

[95]  Eric Marcon,et al.  Minimization of the risk of no realization for the planning of the surgical interventions into the operating theatre , 2001, ETFA 2001. 8th International Conference on Emerging Technologies and Factory Automation. Proceedings (Cat. No.01TH8597).

[96]  H. Kuhn The Hungarian method for the assignment problem , 1955 .

[97]  Lorraine Trilling,et al.  Simulation and integer programming approach for efficient shift design , 2006 .

[98]  K. Stodd,et al.  Operating Room Benchmarking : The Kaiser Permanente Experience , 2022 .

[99]  L. Gerbaud,et al.  L'évaluation de la qualité des soins , 1992 .

[100]  W. Hancock,et al.  A heuristic approach to nurse scheduling in hospital units with non-stationary, urgent demand, and a fixed staff size. , 1991, Journal of the Society for Health Systems.

[101]  Alain Guinet,et al.  NURSE SCHEDULING USING INTEGER LINEAR PROGRAMMING AND CONSTRAINT PROGRAMMING , 2006 .

[102]  Alain Guinet,et al.  Some user friendly models to support head-nurses management activities , 2005 .

[103]  Eric Marcon,et al.  METHODOLOGY FOR DESIGNING MEDICAL DEVICES PACKAGES BASED ON STERILISATION COSTS. , 2006 .

[104]  D M Warner Nurse staffing, scheduling, and reallocation in the hospital. , 1976, Hospital & health services administration.

[105]  Charles R. Standridge,et al.  A tutorial on simulation in health care: applications issues , 1999, WSC '99.

[106]  Margarida Moz,et al.  Solving the Problem of Rerostering Nurse Schedules with Hard Constraints: New Multicommodity Flow Models , 2004, Ann. Oper. Res..

[107]  Pascal Staccini,et al.  Modelling health care processes for eliciting user requirements: a way to link a quality paradigm and clinical information system design , 2001, Int. J. Medical Informatics.

[108]  Sally C. Brailsford,et al.  The Progressive Party Problem: Integer Linear Programming and Constraint Programming Compared , 1995, CP.

[109]  A. Jebali,et al.  Vers un outil d'aide à la planification et à l'ordonnancement des ressources dans les services de soins , 2004 .

[110]  Dan L. Shunk,et al.  The application of an integrated enterprise modeling methodology - FIDO - to supply chain integration modeling , 2003, Comput. Ind. Eng..

[111]  Brigitte Jaumard,et al.  A generalized linear programming model for nurse scheduling , 1996, Eur. J. Oper. Res..

[112]  John T. Blake,et al.  Mount Sinai Hospital Uses Integer Programming to Allocate Operating Room Time , 2002, Interfaces.