Skip to main content

2012 | OriginalPaper | Buchkapitel

4. Patient Appointments in Ambulatory Care

verfasst von : Diwakar Gupta, Wen-Ya Wang

Erschienen in: Handbook of Healthcare System Scheduling

Verlag: Springer US

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Outpatient appointment system design is a complex problem because it involves multiple stakeholders, sequential booking process, random arrivals, no-shows, varying degrees of urgency of different patients’ needs, service time variability, and patient and provider preferences. Clinics use a two-step process to manage appointments. In the first step, which we refer to as the clinic profile setup problem, service providers’ daily clinic time is divided into appointment slots. In the second step, which we refer to as the appointment booking problem, physicians’ offices decide which available slots to book for each incoming request for an appointment. In this chapter, we present formulations of mathematical models of key problems in the area of appointment system design. We also discuss the challenges and complexities of solving such problems. In addition, summaries of prior research, particularly advanced models related to the examples shown in this chapter are also presented.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Fußnoten
1
Patients seeking the services of these and surgical specialists usually need a referral for their first appointment. In contrast, patients may book appointments with physicians belonging to the primary-care category without a referral.
 
2
Percent of visits to solo practices declined from about 39% in 1997 to about 31% in 2007.
 
3
Note that the current period is indexed 1.
 
4
This is the national average visit rate.
 
5
Note that no-shows can be modeled in this setup by assigning a non-zero probability (equal to no-show probability) to the event that the service time is zero (in case of a no-show) while ensuring that patients who do not show up do not incur a waiting cost.
 
Literatur
Zurück zum Zitat Barron W (1980) Failed appointments. Who misses them, why they are missed, and what can be done. Prim Care 7(4):563–574 Barron W (1980) Failed appointments. Who misses them, why they are missed, and what can be done. Prim Care 7(4):563–574
Zurück zum Zitat Bean AG, Talaga G (1992) Appointment breaking: causes and solutions. J Health Care Mark 12(4):14–25 Bean AG, Talaga G (1992) Appointment breaking: causes and solutions. J Health Care Mark 12(4):14–25
Zurück zum Zitat Begen MA, Queyranne M (2009) Appointment scheduling with discrete random durations. In: Proceedings of the twentieth annual ACM-SIAM symposium on discrete algorithms, Society for Industrial and Applied Mathematics, Philadelphia, SODA ’09, pp 845–854 Begen MA, Queyranne M (2009) Appointment scheduling with discrete random durations. In: Proceedings of the twentieth annual ACM-SIAM symposium on discrete algorithms, Society for Industrial and Applied Mathematics, Philadelphia, SODA ’09, pp 845–854
Zurück zum Zitat Birge JR, Louveaux F (1997) Introduction to stochastic programming. Springer Series in Operations Research and Financial Engineering, New York Birge JR, Louveaux F (1997) Introduction to stochastic programming. Springer Series in Operations Research and Financial Engineering, New York
Zurück zum Zitat Buzacott JA, Shanthikumar JG (1993) Stochastic models of manufacturing systems. Prentice Hall, Englewood Cliffs Buzacott JA, Shanthikumar JG (1993) Stochastic models of manufacturing systems. Prentice Hall, Englewood Cliffs
Zurück zum Zitat Campbell JR, Szilagyi PG, Rodewald LE, Doane C, Roghmann KJ (1994) Patient-specific reminder letters and pediatric well-child-care show rates. Clin Pediatr 33(5):268–272CrossRef Campbell JR, Szilagyi PG, Rodewald LE, Doane C, Roghmann KJ (1994) Patient-specific reminder letters and pediatric well-child-care show rates. Clin Pediatr 33(5):268–272CrossRef
Zurück zum Zitat Carlson B (2002) Same-day appointments promise increased productivity. Manag Care 11(12):43–44 Carlson B (2002) Same-day appointments promise increased productivity. Manag Care 11(12):43–44
Zurück zum Zitat Cashman SB, Savageau JA, Lemay CA, Ferguson W (2004) Patient health status and appointment keeping in an urban community health center. J Health Care Poor Underserved 15(3):474–488CrossRef Cashman SB, Savageau JA, Lemay CA, Ferguson W (2004) Patient health status and appointment keeping in an urban community health center. J Health Care Poor Underserved 15(3):474–488CrossRef
Zurück zum Zitat Cayirli T, Veral E (2003) Outpatient scheduling in health care: A review of literature. Prod Oper Manag 12(4):519–549CrossRef Cayirli T, Veral E (2003) Outpatient scheduling in health care: A review of literature. Prod Oper Manag 12(4):519–549CrossRef
Zurück zum Zitat Cheraghi-Sohi S, Hole A, Mead N, McDonald R, Whalley D, Bower P, Roland M (2008) What patients want from primary care consultations: a discrete choice experiment to identify patients’ priorities. Ann Fam Med 6(2):107–115CrossRef Cheraghi-Sohi S, Hole A, Mead N, McDonald R, Whalley D, Bower P, Roland M (2008) What patients want from primary care consultations: a discrete choice experiment to identify patients’ priorities. Ann Fam Med 6(2):107–115CrossRef
Zurück zum Zitat Clague JE, Reed PG, Barlow J, Rada R, Clarke M, Edwards RH (1997) Improving outpatient clinic efficiency using computer simulation. Int J Health Care Qual Assur Inc Leadersh Health Serv 10(4-5):197–201 Clague JE, Reed PG, Barlow J, Rada R, Clarke M, Edwards RH (1997) Improving outpatient clinic efficiency using computer simulation. Int J Health Care Qual Assur Inc Leadersh Health Serv 10(4-5):197–201
Zurück zum Zitat Denton B, Gupta D (2003) A sequential bounding approach for optimal appointment scheduling. IIE Trans 35(11):1003–1016CrossRef Denton B, Gupta D (2003) A sequential bounding approach for optimal appointment scheduling. IIE Trans 35(11):1003–1016CrossRef
Zurück zum Zitat Dervin JV, Stone DL, Beck CH (1978) The no-show patient in the model family practice unit. J Fam Pract 7(6):1177–1180 Dervin JV, Stone DL, Beck CH (1978) The no-show patient in the model family practice unit. J Fam Pract 7(6):1177–1180
Zurück zum Zitat Deyo RA, Inui TS (1980) Dropouts and broken appointments: a literature review and agenda for future research. Med Care 18(11):1146–1157CrossRef Deyo RA, Inui TS (1980) Dropouts and broken appointments: a literature review and agenda for future research. Med Care 18(11):1146–1157CrossRef
Zurück zum Zitat Dobson G, Hasija S, Pinker EJ (2011) Reserving capacity for urgent patients in primary care. Prod Oper Manag 20:456–473CrossRef Dobson G, Hasija S, Pinker EJ (2011) Reserving capacity for urgent patients in primary care. Prod Oper Manag 20:456–473CrossRef
Zurück zum Zitat Doescher MP, Saver BG, Fiscella K, Franks P (2004) Preventive care: does continuity count. J Gen Intern Med 19(6):632–637CrossRef Doescher MP, Saver BG, Fiscella K, Franks P (2004) Preventive care: does continuity count. J Gen Intern Med 19(6):632–637CrossRef
Zurück zum Zitat Elkhuizen SG, Das SF, Bakker PJM, Hontelez JAM (2007) Using computer simulation to reduce access time for outpatient departments. Qual Saf Health Care 16(5):382–386CrossRef Elkhuizen SG, Das SF, Bakker PJM, Hontelez JAM (2007) Using computer simulation to reduce access time for outpatient departments. Qual Saf Health Care 16(5):382–386CrossRef
Zurück zum Zitat Fosarelli P, DeAngelis C, Kaszuba A (1985) Compliance with follow-up appointments generated in a pediatric emergency room. Am J Prev Med 1(3):23–29 Fosarelli P, DeAngelis C, Kaszuba A (1985) Compliance with follow-up appointments generated in a pediatric emergency room. Am J Prev Med 1(3):23–29
Zurück zum Zitat Foster EM, Hosking MR, Ziya S (2010) A spoonful of math helps the medicine go down:an illustration of how health care can benefit frommathematical modeling and analysis. BMC Med Res Methodol 10:60–70CrossRef Foster EM, Hosking MR, Ziya S (2010) A spoonful of math helps the medicine go down:an illustration of how health care can benefit frommathematical modeling and analysis. BMC Med Res Methodol 10:60–70CrossRef
Zurück zum Zitat Gallucci G, Swartz W, Hackerman F (2005) Brief reparts: impact of the wait for an initial appointment on the rate of kept appointments at a mental health center. Psychiatr Serv 56:344–346CrossRef Gallucci G, Swartz W, Hackerman F (2005) Brief reparts: impact of the wait for an initial appointment on the rate of kept appointments at a mental health center. Psychiatr Serv 56:344–346CrossRef
Zurück zum Zitat Gerchak Y, Gupta D, Henig M (1996) Reservation planning for elective surgery under uncertain demand for emergency surgery. Manag Sci 42(3):321–334CrossRef Gerchak Y, Gupta D, Henig M (1996) Reservation planning for elective surgery under uncertain demand for emergency surgery. Manag Sci 42(3):321–334CrossRef
Zurück zum Zitat Goldman L, Freidin R, Cook EF, Eigner J, Grich P (1982) A multivariate approach to the prediction of no-show behavior in a primary care center. Arch Intern Med 142(3):563–567CrossRef Goldman L, Freidin R, Cook EF, Eigner J, Grich P (1982) A multivariate approach to the prediction of no-show behavior in a primary care center. Arch Intern Med 142(3):563–567CrossRef
Zurück zum Zitat Green LV, Savin S (2008) Reducing delays for medical appointments: a queueing approach. Oper Res 56(6):1526–1538CrossRef Green LV, Savin S (2008) Reducing delays for medical appointments: a queueing approach. Oper Res 56(6):1526–1538CrossRef
Zurück zum Zitat Green LV, Savin S, Wang B (2006) Managing patient service in a diagnostic medical facility. Oper Res 54(1):11–25CrossRef Green LV, Savin S, Wang B (2006) Managing patient service in a diagnostic medical facility. Oper Res 54(1):11–25CrossRef
Zurück zum Zitat Green LV, Savin S, Murray M (2007) Providing timely access to care: what is the right patient panel size. Jt Comm J Qual Patient Saf 33(4):211–218 Green LV, Savin S, Murray M (2007) Providing timely access to care: what is the right patient panel size. Jt Comm J Qual Patient Saf 33(4):211–218
Zurück zum Zitat Gruzd DC, Shear CL, Rodney WM (1986) Determinants of no-show appointment behavior: the utility of multivariate analysis. Fam Med (18):4 Gruzd DC, Shear CL, Rodney WM (1986) Determinants of no-show appointment behavior: the utility of multivariate analysis. Fam Med (18):4
Zurück zum Zitat Gupta D, Denton B (2008) Appointment scheduling in health care: challenges and opportunities. IIE Trans 40:800–819CrossRef Gupta D, Denton B (2008) Appointment scheduling in health care: challenges and opportunities. IIE Trans 40:800–819CrossRef
Zurück zum Zitat Gupta D, Wang L (2008) Revenue management for a primary care clinic in the presence of patient choice. Oper Res 56(3):576–592CrossRef Gupta D, Wang L (2008) Revenue management for a primary care clinic in the presence of patient choice. Oper Res 56(3):576–592CrossRef
Zurück zum Zitat Gupta D, Potthoff S, Blowers D, Corlett J (2006) Performance metrics for advanced access. J Health care Manag 51(4):246–259 Gupta D, Potthoff S, Blowers D, Corlett J (2006) Performance metrics for advanced access. J Health care Manag 51(4):246–259
Zurück zum Zitat Guse CE, Richardson L, Carle M, Schmidt K (2003) The effect of exit-interview patient education on no-show rates at a family practice residency clinic. J Am Board Fam Pract 16:399–404CrossRef Guse CE, Richardson L, Carle M, Schmidt K (2003) The effect of exit-interview patient education on no-show rates at a family practice residency clinic. J Am Board Fam Pract 16:399–404CrossRef
Zurück zum Zitat Ho CJ, Lau HS (1992) Minimizing total cost in scheduling outpatient appointments. Manag Sci 38(12):1750–764CrossRef Ho CJ, Lau HS (1992) Minimizing total cost in scheduling outpatient appointments. Manag Sci 38(12):1750–764CrossRef
Zurück zum Zitat Irwin CE Jr, Millstein SG, Shafer MAB (1981) Appointment-keeping behavior in adolescents. J Pediatr 99(5):799–802CrossRef Irwin CE Jr, Millstein SG, Shafer MAB (1981) Appointment-keeping behavior in adolescents. J Pediatr 99(5):799–802CrossRef
Zurück zum Zitat Jennings BM, Loan LA, Heiner SL, Hemman EA, Swanson KM (2005) Soldiers’ experiences with military health care. Mil Med 170(12):999–1004 Jennings BM, Loan LA, Heiner SL, Hemman EA, Swanson KM (2005) Soldiers’ experiences with military health care. Mil Med 170(12):999–1004
Zurück zum Zitat Johnson SE, Newton WP (2002) Resource-based relative value units: a primer for academic family physicians. Fam Med 34(3):172–176 Johnson SE, Newton WP (2002) Resource-based relative value units: a primer for academic family physicians. Fam Med 34(3):172–176
Zurück zum Zitat Kaandorp GC, Koole G (2007) Optimal outpatient appointment scheduling. Health Care Manag Sci 10:217–229CrossRef Kaandorp GC, Koole G (2007) Optimal outpatient appointment scheduling. Health Care Manag Sci 10:217–229CrossRef
Zurück zum Zitat Kaplan EH, Johri M (2000) Treatment on demand: an operational model. Health Care Manag Sci 3(3):171–83CrossRef Kaplan EH, Johri M (2000) Treatment on demand: an operational model. Health Care Manag Sci 3(3):171–83CrossRef
Zurück zum Zitat Kim S, Giachetti R (2006) A stochastic mathematical appointment overbooking model for health care providers to improve profits. IEEE Trans Syst, Man Cybern—Part A: Syst 36(6):1211–19CrossRef Kim S, Giachetti R (2006) A stochastic mathematical appointment overbooking model for health care providers to improve profits. IEEE Trans Syst, Man Cybern—Part A: Syst 36(6):1211–19CrossRef
Zurück zum Zitat Kong Q, Lee CY, C-P T, Zheng Z (2010) Scheduling arrivals to a stochastic service delivery system using copositive cones (Working paper) Kong Q, Lee CY, C-P T, Zheng Z (2010) Scheduling arrivals to a stochastic service delivery system using copositive cones (Working paper)
Zurück zum Zitat Lacy NL, Paulman A, Reuter MD, Lovejoy B (2004) Why we don’t come: patient perceptions on no-shows. Ann Fam Med 2:541–545CrossRef Lacy NL, Paulman A, Reuter MD, Lovejoy B (2004) Why we don’t come: patient perceptions on no-shows. Ann Fam Med 2:541–545CrossRef
Zurück zum Zitat LaGanga LR, Lawrence SR (2007) Clinic overbooking to improve patient access and increase provider productivity. Decis Sci 38(2):251–276CrossRef LaGanga LR, Lawrence SR (2007) Clinic overbooking to improve patient access and increase provider productivity. Decis Sci 38(2):251–276CrossRef
Zurück zum Zitat Lee CS, McCormick PA (2003) Telephone reminders to reduce non-attendance rate for endoscopy. J R Soc Med 96(11):547–548CrossRef Lee CS, McCormick PA (2003) Telephone reminders to reduce non-attendance rate for endoscopy. J R Soc Med 96(11):547–548CrossRef
Zurück zum Zitat Lee V, Earnest A, Chen M, Krishnan B (2005) Predictors of failed attendances in a multi-specialty outpatient centre using electronic databases. BMC Health Serv Res 5(1):51CrossRef Lee V, Earnest A, Chen M, Krishnan B (2005) Predictors of failed attendances in a multi-specialty outpatient centre using electronic databases. BMC Health Serv Res 5(1):51CrossRef
Zurück zum Zitat Liu N, Ziya S, Kulkarni VG (2010) Dynamic scheduling of outpatient appointments under patient no-shows and cancellations. Manuf Serv Oper Manag 12(2):347–364CrossRef Liu N, Ziya S, Kulkarni VG (2010) Dynamic scheduling of outpatient appointments under patient no-shows and cancellations. Manuf Serv Oper Manag 12(2):347–364CrossRef
Zurück zum Zitat Mandel D, Zimlichman E, Wartenfeld R, Vinker S, Mimouni FB, Kreiss Y (2003) Primary care clinic size and patient satisfaction in a military setting. Am J Med Qual 18(6):251–255 November/DecemberCrossRef Mandel D, Zimlichman E, Wartenfeld R, Vinker S, Mimouni FB, Kreiss Y (2003) Primary care clinic size and patient satisfaction in a military setting. Am J Med Qual 18(6):251–255 November/DecemberCrossRef
Zurück zum Zitat Melnikow J, Kiefe C (1994) Patient compliance and medical research. J Gen Intern Med 9(2):96–105CrossRef Melnikow J, Kiefe C (1994) Patient compliance and medical research. J Gen Intern Med 9(2):96–105CrossRef
Zurück zum Zitat Mitchell AJ, Selmes T (2007) Why don’t patients attend their appointments? Maintaining engagement with psychiatric services. Adv Psychiatr Treat 13:423–434CrossRef Mitchell AJ, Selmes T (2007) Why don’t patients attend their appointments? Maintaining engagement with psychiatric services. Adv Psychiatr Treat 13:423–434CrossRef
Zurück zum Zitat Mitchell V (2008) Same-day booking. Can Fam Phys 54(3):379–383 Mitchell V (2008) Same-day booking. Can Fam Phys 54(3):379–383
Zurück zum Zitat Murray M, Davies M, Boushon B (2007) Panel size: how many patients can one doctor manage?. Fam Pract Manag 14(4):44–51 Murray M, Davies M, Boushon B (2007) Panel size: how many patients can one doctor manage?. Fam Pract Manag 14(4):44–51
Zurück zum Zitat Muthuraman K, Lawley M (2008) A stochastic overbooking model for outpatient clinical scheduling with no-shows. IIE Trans 40:820–837CrossRef Muthuraman K, Lawley M (2008) A stochastic overbooking model for outpatient clinical scheduling with no-shows. IIE Trans 40:820–837CrossRef
Zurück zum Zitat Neal R, Hussain-Gambles M, Allgar V, Lawlor D, Dempsey O (2005) Reasons for and consequences of missed appointments in general practice in the UK: questionnaire survey and prospective review of medical records. BMC Fam Pract 6(1):47 doi:10.1186/1471-2296-6-47CrossRef Neal R, Hussain-Gambles M, Allgar V, Lawlor D, Dempsey O (2005) Reasons for and consequences of missed appointments in general practice in the UK: questionnaire survey and prospective review of medical records. BMC Fam Pract 6(1):47 doi:10.1186/1471-2296-6-47CrossRef
Zurück zum Zitat Neinstein LS (1982) Lowering broken appointment rates at a teenage health center. J Adolesc Health Care 3(2):110–113CrossRef Neinstein LS (1982) Lowering broken appointment rates at a teenage health center. J Adolesc Health Care 3(2):110–113CrossRef
Zurück zum Zitat O’Hare CD, Corlett J (2004) The outcomes of open-access scheduling. Fam Pract Manag 11(1):35–38 O’Hare CD, Corlett J (2004) The outcomes of open-access scheduling. Fam Pract Manag 11(1):35–38
Zurück zum Zitat Olowokure B, Caswell M, Duggal H (2006) What women want: convenient appointment times for cervical screening tests. Eur J Cancer Care 15:489–492CrossRef Olowokure B, Caswell M, Duggal H (2006) What women want: convenient appointment times for cervical screening tests. Eur J Cancer Care 15:489–492CrossRef
Zurück zum Zitat Patrick J, Puterman ML, Queyranne M (2008) Dynamic multipriority patient scheduling for a diagnostic resource. Oper Res 56(6):1507–1525CrossRef Patrick J, Puterman ML, Queyranne M (2008) Dynamic multipriority patient scheduling for a diagnostic resource. Oper Res 56(6):1507–1525CrossRef
Zurück zum Zitat Plantinga LC, Fink NE, Finkelstein FO, Powe NR, Jaar BG (2009) Association of peritoneal dialysis clinic size with clinical outcomes. Perit Dial Int 29(3):285–291 Plantinga LC, Fink NE, Finkelstein FO, Powe NR, Jaar BG (2009) Association of peritoneal dialysis clinic size with clinical outcomes. Perit Dial Int 29(3):285–291
Zurück zum Zitat Puterman ML (1994) Markov decision processes: discrete stochastic dynamic programming. Wiley, New York Puterman ML (1994) Markov decision processes: discrete stochastic dynamic programming. Wiley, New York
Zurück zum Zitat Robinson LW, Chen RR (2003) Scheduling doctors’ appointments: optimal and empirically-based heuristic policies. IIE Trans 35(3):295–307CrossRef Robinson LW, Chen RR (2003) Scheduling doctors’ appointments: optimal and empirically-based heuristic policies. IIE Trans 35(3):295–307CrossRef
Zurück zum Zitat Robinson LW, Chen RR (2010) A comparison of traditional and open-access policies for appointment scheduling. Manuf Serv Oper Manag 12:330–346CrossRef Robinson LW, Chen RR (2010) A comparison of traditional and open-access policies for appointment scheduling. Manuf Serv Oper Manag 12:330–346CrossRef
Zurück zum Zitat Robinson LW, Chen RR (2010) Estimating the implied value of the customer’s waiting time. Manuf Serv Oper Manag 13:53–57 Robinson LW, Chen RR (2010) Estimating the implied value of the customer’s waiting time. Manuf Serv Oper Manag 13:53–57
Zurück zum Zitat Roth JP, Kula TJ, Jr, Glaros A, Kula K (2004) Effect of a computer-generated telephone reminder system on appointment attendance. Seminars in orthodontics 10(3):190–193, doi:10.1053/j.sodo.2004.05.001, technology in the Orthodontic Office Roth JP, Kula TJ, Jr, Glaros A, Kula K (2004) Effect of a computer-generated telephone reminder system on appointment attendance. Seminars in orthodontics 10(3):190–193, doi:10.​1053/​j.​sodo.​2004.​05.​001, technology in the Orthodontic Office
Zurück zum Zitat Schoenmeyr T, Dunn PF, Gamarnik D, Levi R, Berger DL, Daily BJ, Levine WC, Sandberg WS (2009) A model for understanding the impacts of demand and capacity on waiting time to enter a congested recovery room. Anesthesiology 110(6):1293–304CrossRef Schoenmeyr T, Dunn PF, Gamarnik D, Levi R, Berger DL, Daily BJ, Levine WC, Sandberg WS (2009) A model for understanding the impacts of demand and capacity on waiting time to enter a congested recovery room. Anesthesiology 110(6):1293–304CrossRef
Zurück zum Zitat Smith CM, Yawn BP (1994) Factors associated with appointment keeping in a family practice residency clinic. J Fam Pract 38(1):25–29 Smith CM, Yawn BP (1994) Factors associated with appointment keeping in a family practice residency clinic. J Fam Pract 38(1):25–29
Zurück zum Zitat Starkenburg RJ, Rosner F, Crowley K (1988) Missed appointments among patients new to a general medical clinic. N Y State J Med 88(9):437–435 Starkenburg RJ, Rosner F, Crowley K (1988) Missed appointments among patients new to a general medical clinic. N Y State J Med 88(9):437–435
Zurück zum Zitat Wang WY, Gupta D (2011) Adaptive appointment systems with patient preferences. Manuf Serv Oper Manag 13(3):53–57 Wang WY, Gupta D (2011) Adaptive appointment systems with patient preferences. Manuf Serv Oper Manag 13(3):53–57
Zurück zum Zitat Weiss EN (1990) Models for determining estimated start times and case orderings in hospital operating rooms. IIE Trans 22(2):143–150CrossRef Weiss EN (1990) Models for determining estimated start times and case orderings in hospital operating rooms. IIE Trans 22(2):143–150CrossRef
Zurück zum Zitat Whittle J, Schectman G, Lu N, Baar B, Mayo-Smith MF (2008) Relationship of scheduling interval to missed and cancelled clinic appointments. J Ambul Care Manag 31(4):290–302 Whittle J, Schectman G, Lu N, Baar B, Mayo-Smith MF (2008) Relationship of scheduling interval to missed and cancelled clinic appointments. J Ambul Care Manag 31(4):290–302
Zurück zum Zitat Zeng B, Turkcan A, Lin J, Lawley M (2010) Clinic scheduling models with overbooking for patients with heterogeneous no-show probabilities. Ann Oper Res 178(1):121–144CrossRef Zeng B, Turkcan A, Lin J, Lawley M (2010) Clinic scheduling models with overbooking for patients with heterogeneous no-show probabilities. Ann Oper Res 178(1):121–144CrossRef
Metadaten
Titel
Patient Appointments in Ambulatory Care
verfasst von
Diwakar Gupta
Wen-Ya Wang
Copyright-Jahr
2012
Verlag
Springer US
DOI
https://doi.org/10.1007/978-1-4614-1734-7_4

Premium Partner