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Published in: Journal of General Internal Medicine 2/2014

01-02-2014 | Original Research

Patient Activation and 30-Day Post-Discharge Hospital Utilization

Authors: Suzanne E. Mitchell, MD, MS, Paula M. Gardiner, MD, MPH, Ekaterina Sadikova, MPH, Jessica M. Martin, MA, MPH, Brian W. Jack, MD, Judith H. Hibbard, PHD, Michael K. Paasche-Orlow, MD, MA, MPH

Published in: Journal of General Internal Medicine | Issue 2/2014

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ABSTRACT

BACKGROUND

Patient activation is linked to better health outcomes and lower rates of health service utilization. The role of patient activation in the rate of hospital readmission within 30 days of hospital discharge has not been examined.

METHODS

A secondary analysis using data from the Project RED-LIT randomized controlled trial conducted at an urban safety net hospital. Data from 695 English-speaking general medical inpatient subjects were analyzed. We used an adapted, eight-item version of the validated Patient Activation Measure (PAM). Total scores were categorized, according to standardized methods, as one of four PAM levels of activation: Level 1 (lowest activation) through Level 4 (highest activation). The primary outcome measure was total 30-day post-discharge hospital utilization, defined as total emergency department (ED) visits plus hospital readmissions including observation stays. Poisson regression was used to control for confounding.

RESULTS

Of the 695 subjects, 67 (9.6 %) were PAM Level 1, 123 (17.7 %) were Level 2, 193 (27.8 %) were Level 3, and 312 (44.9 %) were Level 4. Compared with highly activated patients (PAM Level 4), a higher rate of 30-day post-discharge hospital utilization was observed for patients at lower levels of activation (PAM Level 1, incident rate ratio [IRR] 1.75, 95 % CI,1.18 to 2.60) and (PAM Level 2, IRR 1.50, 95 % CI 1.06 to 2.13). The rate of returning to the hospital among patients at PAM Level 3 was not statistically different than patients with PAM Level 4 (IRR 1.30, 95 % CI, 0.94 to 1.80). The rate ratio for PAM Level 1 was also higher compared with Level 4 for ED use alone (1.68(1.07 to 2.63)) and for hospital readmissions alone (1.93 [1.22 to 3.06]).

CONCLUSION

Hospitalized adult medical patients in an urban academic safety net hospital with lower levels of Patient Activation had a higher rate of post-discharge 30-day hospital utilization.
Literature
1.
go back to reference Jencks SF, Williams MV, Coleman EA. Rehospitalizations among patients in the Medicare fee-for-service program. N Engl J Med. 2009;360(14):1418–28.PubMedCrossRef Jencks SF, Williams MV, Coleman EA. Rehospitalizations among patients in the Medicare fee-for-service program. N Engl J Med. 2009;360(14):1418–28.PubMedCrossRef
2.
go back to reference Steiner C, Barrett M, Hunter K. Hospital Readmissions and Multiple Emergency Department Visits, in Selected States, 2006–2007: Statistical Brief #90. Healthcare Cost and Utilization Project (HCUP) Statistical Briefs [Internet]. Rockville: Agency for Health Care Policy and Research (US); 2010. Steiner C, Barrett M, Hunter K. Hospital Readmissions and Multiple Emergency Department Visits, in Selected States, 2006–2007: Statistical Brief #90. Healthcare Cost and Utilization Project (HCUP) Statistical Briefs [Internet]. Rockville: Agency for Health Care Policy and Research (US); 2010.
3.
go back to reference Rising KL, White LF, Fernandez WG, Boutwell AE. Emergency department visits after hospital discharge: a missing part of the equation. Ann Emerg Med. 2013. Rising KL, White LF, Fernandez WG, Boutwell AE. Emergency department visits after hospital discharge: a missing part of the equation. Ann Emerg Med. 2013.
4.
go back to reference Jack BW, Chetty VK, Anthony D, Greenwald JL, Sanchez GM, Johnson AE, et al. A reengineered hospital discharge program to decrease rehospitalization: a randomized trial. Ann Intern Med. 2009;150(3):178–87.PubMedCentralPubMedCrossRef Jack BW, Chetty VK, Anthony D, Greenwald JL, Sanchez GM, Johnson AE, et al. A reengineered hospital discharge program to decrease rehospitalization: a randomized trial. Ann Intern Med. 2009;150(3):178–87.PubMedCentralPubMedCrossRef
5.
go back to reference Mitchell SE, Paasche-Orlow MK, Forsythe SR, Chetty VK, O’Donnell JK, Greenwald JL, et al. Post-discharge hospital utilization among adult medical inpatients with depressive symptoms. J Hosp Med. 2010;5(7):378–84.PubMedCrossRef Mitchell SE, Paasche-Orlow MK, Forsythe SR, Chetty VK, O’Donnell JK, Greenwald JL, et al. Post-discharge hospital utilization among adult medical inpatients with depressive symptoms. J Hosp Med. 2010;5(7):378–84.PubMedCrossRef
6.
go back to reference Mitchell SE, Sadikova E, Jack BW, Paasche-Orlow MK. Health literacy and 30-day post-discharge hospital utilization. J Health Commun. 2012;17(Suppl 3):325–38.PubMedCrossRef Mitchell SE, Sadikova E, Jack BW, Paasche-Orlow MK. Health literacy and 30-day post-discharge hospital utilization. J Health Commun. 2012;17(Suppl 3):325–38.PubMedCrossRef
7.
go back to reference Marcantonio ER, McKean S, Goldfinger M, Kleefield S, Yurkofsky M, Brennan TA. Factors associated with unplanned hospital readmission among patients 65 years of age and older in a Medicare managed care plan. Am J Med. 1999;107(1):13–7.PubMedCrossRef Marcantonio ER, McKean S, Goldfinger M, Kleefield S, Yurkofsky M, Brennan TA. Factors associated with unplanned hospital readmission among patients 65 years of age and older in a Medicare managed care plan. Am J Med. 1999;107(1):13–7.PubMedCrossRef
8.
go back to reference Woz S, Mitchell S, Hesko C, Paasche-Orlow M, Greenwald J, Chetty VK, et al. Gender as risk factor for 30 days post-discharge hospital utilisation: a secondary data analysis. BMJ Open. 2012;2(2):e000428.PubMedCentralPubMedCrossRef Woz S, Mitchell S, Hesko C, Paasche-Orlow M, Greenwald J, Chetty VK, et al. Gender as risk factor for 30 days post-discharge hospital utilisation: a secondary data analysis. BMJ Open. 2012;2(2):e000428.PubMedCentralPubMedCrossRef
9.
go back to reference Wei NJ, Wexler D, Nathan DM, Grant RW. Intensification of diabetes medication and risk for 30-day readmission. Diabet Med. 2012. Wei NJ, Wexler D, Nathan DM, Grant RW. Intensification of diabetes medication and risk for 30-day readmission. Diabet Med. 2012.
10.
go back to reference Hibbard JH, Stockard J, Mahoney ER, Tusler M. Development of the Patient Activation Measure (PAM): conceptualizing and measuring activation in patients and consumers. Health Serv Res. 2004;39(4 Pt 1):1005–26.PubMedCrossRef Hibbard JH, Stockard J, Mahoney ER, Tusler M. Development of the Patient Activation Measure (PAM): conceptualizing and measuring activation in patients and consumers. Health Serv Res. 2004;39(4 Pt 1):1005–26.PubMedCrossRef
11.
go back to reference Hibbard JH, Tusler M. Assessing activation stage and employing a “next steps” approach to supporting patient self-management. J Ambul Care Manage. 2007;30(1):2–8.PubMedCrossRef Hibbard JH, Tusler M. Assessing activation stage and employing a “next steps” approach to supporting patient self-management. J Ambul Care Manage. 2007;30(1):2–8.PubMedCrossRef
12.
go back to reference Parchman ML, Zeber JE, Palmer RF. Participatory decision making, patient activation, medication adherence, and intermediate clinical outcomes in type 2 diabetes: a STARNet study. Ann Fam Med. 2010;8(5):410–7.PubMedCentralPubMedCrossRef Parchman ML, Zeber JE, Palmer RF. Participatory decision making, patient activation, medication adherence, and intermediate clinical outcomes in type 2 diabetes: a STARNet study. Ann Fam Med. 2010;8(5):410–7.PubMedCentralPubMedCrossRef
13.
go back to reference Begum N, Donald M, Ozolins IZ, Dower J. Hospital admissions, emergency department utilization and patient activation for self-management among people with diabetes. Diabetes Res Clin Pract. 2011;93(2):260–7.PubMedCrossRef Begum N, Donald M, Ozolins IZ, Dower J. Hospital admissions, emergency department utilization and patient activation for self-management among people with diabetes. Diabetes Res Clin Pract. 2011;93(2):260–7.PubMedCrossRef
14.
go back to reference Greene J, Hibbard JH. Why does patient activation matter? An examination of the relationships between patient activation and health-related outcomes. J Gen Intern Med. 2012;27(5):520–6.PubMedCentralPubMedCrossRef Greene J, Hibbard JH. Why does patient activation matter? An examination of the relationships between patient activation and health-related outcomes. J Gen Intern Med. 2012;27(5):520–6.PubMedCentralPubMedCrossRef
15.
go back to reference Remmers C, Hibbard J, Mosen DM, Wagenfield M, Hoye RE, Jones C. Is patient activation associated with future health outcomes and healthcare utilization among patients with diabetes? J Ambul Care Manage. 2009;32(4):320–7.PubMedCrossRef Remmers C, Hibbard J, Mosen DM, Wagenfield M, Hoye RE, Jones C. Is patient activation associated with future health outcomes and healthcare utilization among patients with diabetes? J Ambul Care Manage. 2009;32(4):320–7.PubMedCrossRef
16.
go back to reference Kirby SE. An Exploration of the Reasons for Frequent Readmission in Patients with Chronic Disease: Activation from Frequent Flyers to Self-Management. University of New South Whales; 2012. Kirby SE. An Exploration of the Reasons for Frequent Readmission in Patients with Chronic Disease: Activation from Frequent Flyers to Self-Management. University of New South Whales; 2012.
17.
go back to reference Stepleman L, Rutter MC, Hibbard J, Johns L, Wright D, Hughes M. Validation of the patient activation measure in a multiple sclerosis clinic sample and implications for care. Disabil Rehabil. 2010;32(19):1558–67.PubMedCrossRef Stepleman L, Rutter MC, Hibbard J, Johns L, Wright D, Hughes M. Validation of the patient activation measure in a multiple sclerosis clinic sample and implications for care. Disabil Rehabil. 2010;32(19):1558–67.PubMedCrossRef
18.
go back to reference Fowles JB, Terry P, Xi M, Hibbard J, Bloom CT, Harvey L. Measuring self-management of patients’ and employees’ health: further validation of the Patient Activation Measure (PAM) based on its relation to employee characteristics. Patient Educ Couns. 2009;77(1):116–22.PubMedCrossRef Fowles JB, Terry P, Xi M, Hibbard J, Bloom CT, Harvey L. Measuring self-management of patients’ and employees’ health: further validation of the Patient Activation Measure (PAM) based on its relation to employee characteristics. Patient Educ Couns. 2009;77(1):116–22.PubMedCrossRef
19.
go back to reference Glasgow RE, Wagner EH, Schaefer J, Mahoney LD, Reid RJ, Greene SM. Development and validation of the Patient Assessment of Chronic Illness Care (PACIC). Med Care. 2005;43(5):436–44.PubMedCrossRef Glasgow RE, Wagner EH, Schaefer J, Mahoney LD, Reid RJ, Greene SM. Development and validation of the Patient Assessment of Chronic Illness Care (PACIC). Med Care. 2005;43(5):436–44.PubMedCrossRef
20.
go back to reference SAS Institute I. SAS 9.1.3 Help and Documentation. 2000–2004. SAS Institute I. SAS 9.1.3 Help and Documentation. 2000–2004.
21.
go back to reference Deen D, Lu WH, Rothstein D, Santana L, Gold MR. Asking questions: the effect of a brief intervention in community health centers on patient activation. Patient Educ Couns. 2011;84(2):257–60.PubMedCrossRef Deen D, Lu WH, Rothstein D, Santana L, Gold MR. Asking questions: the effect of a brief intervention in community health centers on patient activation. Patient Educ Couns. 2011;84(2):257–60.PubMedCrossRef
Metadata
Title
Patient Activation and 30-Day Post-Discharge Hospital Utilization
Authors
Suzanne E. Mitchell, MD, MS
Paula M. Gardiner, MD, MPH
Ekaterina Sadikova, MPH
Jessica M. Martin, MA, MPH
Brian W. Jack, MD
Judith H. Hibbard, PHD
Michael K. Paasche-Orlow, MD, MA, MPH
Publication date
01-02-2014
Publisher
Springer US
Published in
Journal of General Internal Medicine / Issue 2/2014
Print ISSN: 0884-8734
Electronic ISSN: 1525-1497
DOI
https://doi.org/10.1007/s11606-013-2647-2

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