Skip to main content
Erschienen in: Journal of General Internal Medicine 4/2014

01.04.2014 | Original Research

The Intersection of Patient Complexity, Prescriber Continuity and Acute Care Utilization

verfasst von: Matthew L. Maciejewski, PhD, Benjamin J. Powers, MD, Linda L. Sanders, MPH, Joel F. Farley, PhD, Richard A. Hansen, PhD, Betsy Sleath, PhD, Corrine I. Voils, PhD

Erschienen in: Journal of General Internal Medicine | Ausgabe 4/2014

Einloggen, um Zugang zu erhalten

ABSTRACT

BACKGROUND

Care continuity is considered a critical characteristic of high-performing health systems. Few studies have examined the continuity of medication management of complex patients, who often have multiple providers and complex medication regimens.

PURPOSE

The purpose of this study was to characterize patient factors associated with having more prescribers and the association between number of prescribers and acute care utilization.

DESIGN AND SUBJECTS

A retrospective cohort study was conducted of 7,933 Veterans with one to four cardiometabolic conditions (diabetes, hypertension, hyperlipidemia or congestive heart failure) and prescribed medications for these conditions in 2008.

MAIN MEASURES

The association between number of cardiometabolic conditions and prescribers was modeled using Poisson regression. The number of cardiometabolic conditions and number of prescribers were modeled to predict probability of inpatient admission, probability of emergency room (ER) visits, and number of ER visits among ER users. Demographic characteristics, number of cardiometabolic medications and comorbidities were included as covariates in all models.

KEY RESULTS

Patients had more prescribers if they had more cardiometabolic conditions (p < 0.001). The adjusted odds of an ER visit increased with the number of prescribers (two prescribers, Odds Ratio (OR) = 1.16; three prescribers, OR = 1.21; 4+ prescribers, OR = 1.39), but not with the number of conditions. Among ER users, the number of ER visits was neither associated with the number of prescribers nor the number of conditions. The adjusted odds of an inpatient admission increased with the number of prescribers (two prescribers, OR = 1.27; three prescribers, OR = 1.30; 4+ prescribers, OR = 1.34), but not with the number of conditions.

CONCLUSIONS

Having more prescribers was associated with greater healthcare utilization for complex patients, despite adjustment for the number of conditions and medications. The number of prescribers may be an appropriate target for reducing acute care utilization by complex patients.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Wong ND, Lopez V, Tang S, Williams GR. Prevalence, treatment, and control of combined hypertension and hypercholesterolemia in the United States. Am J Cardiol. 2006;98(2):204–208.PubMedCrossRef Wong ND, Lopez V, Tang S, Williams GR. Prevalence, treatment, and control of combined hypertension and hypercholesterolemia in the United States. Am J Cardiol. 2006;98(2):204–208.PubMedCrossRef
2.
Zurück zum Zitat Kerr EA, Heisler M, Krein SL, et al. Beyond comorbidity counts: how do comorbidity type and severity influence diabetes patients’ treatment priorities and self-management? J Gen Intern Med. 2007;22(12):1635–1640.PubMedCentralPubMedCrossRef Kerr EA, Heisler M, Krein SL, et al. Beyond comorbidity counts: how do comorbidity type and severity influence diabetes patients’ treatment priorities and self-management? J Gen Intern Med. 2007;22(12):1635–1640.PubMedCentralPubMedCrossRef
3.
Zurück zum Zitat Bayliss EA, Ellis JL, Steiner JF. Barriers to self-management and quality-of-life outcomes in seniors with multimorbidities. Ann Fam Med. 2007;5(5):395–402.PubMedCentralPubMedCrossRef Bayliss EA, Ellis JL, Steiner JF. Barriers to self-management and quality-of-life outcomes in seniors with multimorbidities. Ann Fam Med. 2007;5(5):395–402.PubMedCentralPubMedCrossRef
4.
Zurück zum Zitat Starfield B, Lemke KW, Herbert R, Pavlovich WD, Anderson G. Comorbidity and the use of primary care and specialist care in the elderly. Ann Fam Med. 2005;3(3):215–222.PubMedCentralPubMedCrossRef Starfield B, Lemke KW, Herbert R, Pavlovich WD, Anderson G. Comorbidity and the use of primary care and specialist care in the elderly. Ann Fam Med. 2005;3(3):215–222.PubMedCentralPubMedCrossRef
6.
Zurück zum Zitat Wolff JL, Starfield B, Anderson G. Prevalence, expenditures, and complications of multiple chronic conditions in the elderly. Arch Intern Med. 2002;162(20):2269–2276.PubMedCrossRef Wolff JL, Starfield B, Anderson G. Prevalence, expenditures, and complications of multiple chronic conditions in the elderly. Arch Intern Med. 2002;162(20):2269–2276.PubMedCrossRef
7.
Zurück zum Zitat Reid RJ, Fishman PA, Yu O, et al. Patient-centered medical home demonstration: a prospective, quasi-experimental, before and after evaluation. Am J Manag Care. 2009;15(9):e71–e87.PubMed Reid RJ, Fishman PA, Yu O, et al. Patient-centered medical home demonstration: a prospective, quasi-experimental, before and after evaluation. Am J Manag Care. 2009;15(9):e71–e87.PubMed
8.
Zurück zum Zitat Pham HH, Schrag D, O’Malley AS, Wu B, Bach PB. Care patterns in Medicare and their implications for pay for performance. N Engl J Med. 2007;356(11):1130–1139.PubMedCrossRef Pham HH, Schrag D, O’Malley AS, Wu B, Bach PB. Care patterns in Medicare and their implications for pay for performance. N Engl J Med. 2007;356(11):1130–1139.PubMedCrossRef
9.
Zurück zum Zitat Col N, Fanale JE, Kronholm P. The role of medication noncompliance and adverse drug reactions in hospitalizations of the elderly. Arch Intern Med. 1990;150(4):841–845.PubMedCrossRef Col N, Fanale JE, Kronholm P. The role of medication noncompliance and adverse drug reactions in hospitalizations of the elderly. Arch Intern Med. 1990;150(4):841–845.PubMedCrossRef
10.
Zurück zum Zitat Tamblyn RM, McLeod PJ, Abrahamowicz M, Laprise R. Do too many cooks spoil the broth? Multiple physician involvement in medical management of elderly patients and potentially inappropriate drug combinations. CMAJ. 1996;154(8):1177–1184.PubMedCentralPubMed Tamblyn RM, McLeod PJ, Abrahamowicz M, Laprise R. Do too many cooks spoil the broth? Multiple physician involvement in medical management of elderly patients and potentially inappropriate drug combinations. CMAJ. 1996;154(8):1177–1184.PubMedCentralPubMed
11.
Zurück zum Zitat Hajjar ER, Hanlon JT, Sloane RJ, et al. Unnecessary drug use in frail older people at hospital discharge. J Am Geriatr Soc. 2005;53(9):1518–1523.PubMedCrossRef Hajjar ER, Hanlon JT, Sloane RJ, et al. Unnecessary drug use in frail older people at hospital discharge. J Am Geriatr Soc. 2005;53(9):1518–1523.PubMedCrossRef
12.
Zurück zum Zitat Green JL, Hawley JN, Rask KJ. Is the number of prescribing physicians an independent risk factor for adverse drug events in an elderly outpatient population? Am J Geriatr Pharmacother. 2007;5(1):31–39.PubMedCrossRef Green JL, Hawley JN, Rask KJ. Is the number of prescribing physicians an independent risk factor for adverse drug events in an elderly outpatient population? Am J Geriatr Pharmacother. 2007;5(1):31–39.PubMedCrossRef
13.
Zurück zum Zitat Fortney JC, Steffick DE, Burgess JF Jr, Maciejewski ML, Petersen LA. Are primary care services a substitute or complement for specialty and inpatient services? Health Serv Res. 2005;40(5 Pt 1):1422–1442.PubMedCentralPubMedCrossRef Fortney JC, Steffick DE, Burgess JF Jr, Maciejewski ML, Petersen LA. Are primary care services a substitute or complement for specialty and inpatient services? Health Serv Res. 2005;40(5 Pt 1):1422–1442.PubMedCentralPubMedCrossRef
14.
Zurück zum Zitat Christakis DA, Mell L, Koepsell TD, Zimmerman FJ, Connell FA. Association of lower continuity of care with greater risk of emergency department use and hospitalization in children. Pediatrics. 2001;107(3):524–529.PubMedCrossRef Christakis DA, Mell L, Koepsell TD, Zimmerman FJ, Connell FA. Association of lower continuity of care with greater risk of emergency department use and hospitalization in children. Pediatrics. 2001;107(3):524–529.PubMedCrossRef
15.
Zurück zum Zitat Services CfMaM. Chronic Conditions among Medicare Beneficiaries, Chart Book. Baltimore, MD2011. Services CfMaM. Chronic Conditions among Medicare Beneficiaries, Chart Book. Baltimore, MD2011.
16.
Zurück zum Zitat Sacks FM, Obarzanek E, Windhauser MM, et al. Rationale and design of the Dietary Approaches to Stop Hypertension trial (DASH). A multicenter controlled-feeding study of dietary patterns to lower blood pressure. Ann Epidemiol. 1995;5(2):108–118.PubMedCrossRef Sacks FM, Obarzanek E, Windhauser MM, et al. Rationale and design of the Dietary Approaches to Stop Hypertension trial (DASH). A multicenter controlled-feeding study of dietary patterns to lower blood pressure. Ann Epidemiol. 1995;5(2):108–118.PubMedCrossRef
17.
Zurück zum Zitat Gagne JJ, Glynn RJ, Avorn J, Levin R, Schneeweiss S. A combined comorbidity score predicted mortality in elderly patients better than existing scores. J Clin Epidemiol. 2011;64(7):749–759.PubMedCentralPubMedCrossRef Gagne JJ, Glynn RJ, Avorn J, Levin R, Schneeweiss S. A combined comorbidity score predicted mortality in elderly patients better than existing scores. J Clin Epidemiol. 2011;64(7):749–759.PubMedCentralPubMedCrossRef
18.
Zurück zum Zitat Maciejewski ML, Liu CF, Fihn SD. Performance of comorbidity, risk adjustment, and functional status measures in expenditure prediction for patients with diabetes. Diabetes Care. 2009;32(1):75–80.PubMedCentralPubMedCrossRef Maciejewski ML, Liu CF, Fihn SD. Performance of comorbidity, risk adjustment, and functional status measures in expenditure prediction for patients with diabetes. Diabetes Care. 2009;32(1):75–80.PubMedCentralPubMedCrossRef
19.
Zurück zum Zitat Maciejewski ML, Liu CF, Kavee AL, Olsen MK. How price responsive is the demand for specialty care? Health Econ. 2012;21(8):902–912.PubMedCrossRef Maciejewski ML, Liu CF, Kavee AL, Olsen MK. How price responsive is the demand for specialty care? Health Econ. 2012;21(8):902–912.PubMedCrossRef
20.
Zurück zum Zitat Maciejewski ML, Livingston EH, Smith VA, Kahwati LC, Henderson WG, Arterburn DE. Health expenditures among high-risk patients after gastric bypass and matched controls. JAMA Surg. 2012;147(7):633–640. Maciejewski ML, Livingston EH, Smith VA, Kahwati LC, Henderson WG, Arterburn DE. Health expenditures among high-risk patients after gastric bypass and matched controls. JAMA Surg. 2012;147(7):633–640.
21.
Zurück zum Zitat Liu CF, Manning WG, Burgess JF Jr, et al. Reliance on veterans affairs outpatient care by medicare-eligible veterans. Med Care. 2011;49(10):911–917.PubMedCrossRef Liu CF, Manning WG, Burgess JF Jr, et al. Reliance on veterans affairs outpatient care by medicare-eligible veterans. Med Care. 2011;49(10):911–917.PubMedCrossRef
22.
Zurück zum Zitat Farley JF, Wang CC, Hansen RA, Voils CI, Maciejewski ML. Continuity of antipsychotic medication management for Medicaid patients with schizophrenia. Psychiatr Serv. 2011;62(7):747–752.PubMedCrossRef Farley JF, Wang CC, Hansen RA, Voils CI, Maciejewski ML. Continuity of antipsychotic medication management for Medicaid patients with schizophrenia. Psychiatr Serv. 2011;62(7):747–752.PubMedCrossRef
23.
Zurück zum Zitat Hansen RA, Powers BJ, Sanders L, et al. Prescriber Continuity and Medication Adherence for Complex Patients. Annals of Pharmacotherapy. in press. Hansen RA, Powers BJ, Sanders L, et al. Prescriber Continuity and Medication Adherence for Complex Patients. Annals of Pharmacotherapy. in press.
24.
Zurück zum Zitat Brookhart MA, Patrick AR, Schneeweiss S, et al. Physician follow-up and provider continuity are associated with long-term medication adherence: a study of the dynamics of statin use. Arch Intern Med. 2007;167(8):847–852.PubMedCrossRef Brookhart MA, Patrick AR, Schneeweiss S, et al. Physician follow-up and provider continuity are associated with long-term medication adherence: a study of the dynamics of statin use. Arch Intern Med. 2007;167(8):847–852.PubMedCrossRef
25.
Zurück zum Zitat Tinetti ME, Studenski SA. Comparative effectiveness research and patients with multiple chronic conditions. N Engl J Med. 2011;364(26):2478–2481.PubMedCrossRef Tinetti ME, Studenski SA. Comparative effectiveness research and patients with multiple chronic conditions. N Engl J Med. 2011;364(26):2478–2481.PubMedCrossRef
26.
Zurück zum Zitat Adler-Milstein J, Jha AK. Sharing clinical data electronically: a critical challenge for fixing the health care system. JAMA. 2012;307(16):1695–1696.PubMedCrossRef Adler-Milstein J, Jha AK. Sharing clinical data electronically: a critical challenge for fixing the health care system. JAMA. 2012;307(16):1695–1696.PubMedCrossRef
Metadaten
Titel
The Intersection of Patient Complexity, Prescriber Continuity and Acute Care Utilization
verfasst von
Matthew L. Maciejewski, PhD
Benjamin J. Powers, MD
Linda L. Sanders, MPH
Joel F. Farley, PhD
Richard A. Hansen, PhD
Betsy Sleath, PhD
Corrine I. Voils, PhD
Publikationsdatum
01.04.2014
Verlag
Springer US
Erschienen in
Journal of General Internal Medicine / Ausgabe 4/2014
Print ISSN: 0884-8734
Elektronische ISSN: 1525-1497
DOI
https://doi.org/10.1007/s11606-013-2746-0

Weitere Artikel der Ausgabe 4/2014

Journal of General Internal Medicine 4/2014 Zur Ausgabe

Healing Arts

Chronicity

Leitlinien kompakt für die Innere Medizin

Mit medbee Pocketcards sicher entscheiden.

Seit 2022 gehört die medbee GmbH zum Springer Medizin Verlag

Echinokokkose medikamentös behandeln oder operieren?

06.05.2024 DCK 2024 Kongressbericht

Die Therapie von Echinokokkosen sollte immer in spezialisierten Zentren erfolgen. Eine symptomlose Echinokokkose kann – egal ob von Hunde- oder Fuchsbandwurm ausgelöst – konservativ erfolgen. Wenn eine Op. nötig ist, kann es sinnvoll sein, vorher Zysten zu leeren und zu desinfizieren. 

Umsetzung der POMGAT-Leitlinie läuft

03.05.2024 DCK 2024 Kongressbericht

Seit November 2023 gibt es evidenzbasierte Empfehlungen zum perioperativen Management bei gastrointestinalen Tumoren (POMGAT) auf S3-Niveau. Vieles wird schon entsprechend der Empfehlungen durchgeführt. Wo es im Alltag noch hapert, zeigt eine Umfrage in einem Klinikverbund.

Proximale Humerusfraktur: Auch 100-Jährige operieren?

01.05.2024 DCK 2024 Kongressbericht

Mit dem demographischen Wandel versorgt auch die Chirurgie immer mehr betagte Menschen. Von Entwicklungen wie Fast-Track können auch ältere Menschen profitieren und bei proximaler Humerusfraktur können selbst manche 100-Jährige noch sicher operiert werden.

Die „Zehn Gebote“ des Endokarditis-Managements

30.04.2024 Endokarditis Leitlinie kompakt

Worauf kommt es beim Management von Personen mit infektiöser Endokarditis an? Eine Kardiologin und ein Kardiologe fassen die zehn wichtigsten Punkte der neuen ESC-Leitlinie zusammen.

Update Innere Medizin

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.