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McCusker J, Lambert SD, Cole MG, Ciampi A, Strumpf E, Freeman EE, Belzile E. Activation and Self-Efficacy in a Randomized Trial of a Depression Self-Care Intervention. HEALTH EDUCATION & BEHAVIOR 2016; 43:716-725. [PMID: 27179288 DOI: 10.1177/1090198116637601] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
OBJECTIVES In a sample of primary care participants with chronic physical conditions and comorbid depressive symptoms: to describe the cross-sectional and longitudinal associations of activation and self-efficacy with demographic, physical and mental health status, health behaviors, depression self-care, health care utilization, and use of self-care tools; and to examine the effects of a depression self-care coaching intervention on these two outcomes. Design/Study Setting. A secondary analysis of activation and self-efficacy data collected as part of a randomized trial to compare the effects of a telephone-based coached depression self-care intervention with a noncoached intervention. Activation (Patient Activation Measure) was measured at baseline and 6 months. Depression self-care self-efficacy was assessed at baseline, at 3 months, and at 6 months. PRINCIPAL FINDINGS In multivariable cross-sectional analyses (n = 215), activation and/or self-efficacy were associated with language, birthplace, better physical and mental health, individual exercise, specialist visits, and antidepressant nonuse. In longitudinal analyses (n = 158), an increase in activation was associated with increased medication adherence; an increase in self-efficacy was associated with use of cognitive self-care strategies and increases in social and solitary activities. There were significant improvements from baseline to 6 months in activation and self-efficacy scores both among coached and noncoached groups. The self-care coaching intervention did not affect 6-month activation or self-efficacy but was associated with quicker improvement in self-efficacy. CONCLUSIONS Overall, the results for activation and self-efficacy were similar, although self-efficacy correlated more consistently than activation with depression-specific behaviors and was responsive to a depression self-care coaching intervention.
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Affiliation(s)
- Jane McCusker
- McGill University, Montreal, Quebec, Canada .,St. Mary's Research Centre, Montreal, Quebec, Canada
| | - Sylvie D Lambert
- McGill University, Montreal, Quebec, Canada.,St. Mary's Research Centre, Montreal, Quebec, Canada
| | - Martin G Cole
- McGill University, Montreal, Quebec, Canada.,St. Mary's Hospital Center, Montreal, Quebec, Canada
| | | | | | - Ellen E Freeman
- Université de Montréal, Montreal, Quebec, Canada.,Maisonneuve-Rosemont Hospital Research Centre, Montreal, Quebec, Canada
| | - Eric Belzile
- St. Mary's Research Centre, Montreal, Quebec, Canada
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Masterson Creber R, Prey J, Ryan B, Alarcon I, Qian M, Bakken S, Feiner S, Hripcsak G, Polubriaginof F, Restaino S, Schnall R, Strong P, Vawdrey D. Engaging hospitalized patients in clinical care: Study protocol for a pragmatic randomized controlled trial. Contemp Clin Trials 2016; 47:165-71. [PMID: 26795675 PMCID: PMC4818160 DOI: 10.1016/j.cct.2016.01.005] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2015] [Revised: 01/12/2016] [Accepted: 01/14/2016] [Indexed: 11/21/2022]
Abstract
BACKGROUND Patients who are better informed and more engaged in their health care have higher satisfaction with health care and better health outcomes. While patient engagement has been a focus in the outpatient setting, strategies to engage inpatients in their care have not been well studied. We are undertaking a study to assess how patients' information needs during hospitalization can be addressed with health information technologies. To achieve this aim, we developed a personalized inpatient portal that allows patients to see who is on their care team, monitor their vital signs, review medications being administered, review current and historical lab and test results, confirm allergies, document pain scores and send questions and comments to inpatient care providers. The purpose of this paper is to describe the protocol for the study. METHODS/DESIGN This pragmatic randomized controlled trial will enroll 426 inpatient cardiology patients at an urban academic medical center into one of three arms receiving: 1) usual care, 2) iPad with general internet access, or 3) iPad with access to the personalized inpatient portal. The primary outcome of this trial is patient engagement, which is measured through the Patient Activation Measure. To assess scalability and potential reach of the intervention, we are partnering with a West Coast community hospital to deploy the patient engagement technology in their environment with an additional 160 participants. CONCLUSION This study employs a pragmatic randomized control trial design to test whether a personalized inpatient portal will improve patient engagement. If the study is successful, continuing advances in mobile computing technology should make these types of interventions available in a variety of clinical care delivery settings.
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Affiliation(s)
- Ruth Masterson Creber
- Columbia University, School of Nursing, 617 W 168th St., New York, NY 10032, United States
| | - Jennifer Prey
- Department of Biomedical Informatics, 20, Presbyterian Building, 622 W 168th St., New York, NY 10032, United States
| | - Beatriz Ryan
- The Value Institute at New York Presbyterian Hospital, 622 W 168th St., New York, NY 10032, United States
| | - Irma Alarcon
- Department of Biomedical Informatics, 20, Presbyterian Building, 622 W 168th St., New York, NY 10032, United States
| | - Min Qian
- Mailman School of Public Health, 722 W. 168th St. R645, New York, NY 10032, United States
| | - Suzanne Bakken
- Columbia University, School of Nursing, 617 W 168th St., New York, NY 10032, United States
| | - Steven Feiner
- Department of Computer Science, Columbia University, 500 W. 120th St., 450 CS Building, New York, NY 10027, United States
| | - George Hripcsak
- Department of Biomedical Informatics, 20, Presbyterian Building, 622 W 168th St., New York, NY 10032, United States
| | - Fernanda Polubriaginof
- Department of Biomedical Informatics, 20, Presbyterian Building, 622 W 168th St., New York, NY 10032, United States
| | - Susan Restaino
- New York Presbyterian Hospital, 622 W 168th St. #137, New York, NY 10032, United States
| | - Rebecca Schnall
- Columbia University, School of Nursing, 617 W 168th St., New York, NY 10032, United States
| | - Philip Strong
- El Camino Hospital, 2500 Grant Rd., Mountain View, CA 94040, United States
| | - David Vawdrey
- The Value Institute at New York Presbyterian Hospital, 622 W 168th St., New York, NY 10032, United States
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Lee K, Hoti K, Hughes JD, Emmerton LM. Consumer Use of "Dr Google": A Survey on Health Information-Seeking Behaviors and Navigational Needs. J Med Internet Res 2015; 17:e288. [PMID: 26715363 PMCID: PMC4710847 DOI: 10.2196/jmir.4345] [Citation(s) in RCA: 97] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2015] [Revised: 09/15/2015] [Accepted: 11/09/2015] [Indexed: 12/12/2022] Open
Abstract
Background The Internet provides a platform to access health information and support self-management by consumers with chronic health conditions. Despite recognized barriers to accessing Web-based health information, there is a lack of research quantitatively exploring whether consumers report difficulty finding desired health information on the Internet and whether these consumers would like assistance (ie, navigational needs). Understanding navigational needs can provide a basis for interventions guiding consumers to quality Web-based health resources. Objective We aimed to (1) estimate the proportion of consumers with navigational needs among seekers of Web-based health information with chronic health conditions, (2) describe Web-based health information-seeking behaviors, level of patient activation, and level of eHealth literacy among consumers with navigational needs, and (3) explore variables predicting navigational needs. Methods A questionnaire was developed based on findings from a qualitative study on Web-based health information-seeking behaviors and navigational needs. This questionnaire also incorporated the eHealth Literacy Scale (eHEALS; a measure of self-perceived eHealth literacy) and PAM-13 (a measure of patient activation). The target population was consumers of Web-based health information with chronic health conditions. We surveyed a sample of 400 Australian adults, with recruitment coordinated by Qualtrics. This sample size was required to estimate the proportion of consumers identified with navigational needs with a precision of 4.9% either side of the true population value, with 95% confidence. A subsample was invited to retake the survey after 2 weeks to assess the test-retest reliability of the eHEALS and PAM-13. Results Of 514 individuals who met our eligibility criteria, 400 (77.8%) completed the questionnaire and 43 participants completed the retest. Approximately half (51.3%; 95% CI 46.4-56.2) of the population was identified with navigational needs. Participants with navigational needs appeared to look for more types of health information on the Internet and from a greater variety of information sources compared to participants without navigational needs. However, participants with navigational needs were significantly less likely to have high levels of eHealth literacy (adjusted odds ratio=0.83, 95% CI 0.78-0.89, P<.001). Age was also a significant predictor (P=.02). Conclusions Approximately half of the population of consumers of Web-based health information with chronic health conditions would benefit from support in finding health information on the Internet. Despite the popularity of the Internet as a source of health information, further work is recommended to maximize its potential as a tool to assist self-management in consumers with chronic health conditions.
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Affiliation(s)
- Kenneth Lee
- Curtin University, School of Pharmacy, Curtin University, Perth, Australia
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Graffigna G, Barello S, Bonanomi A, Lozza E, Hibbard J. Measuring patient activation in Italy: Translation, adaptation and validation of the Italian version of the patient activation measure 13 (PAM13-I). BMC Med Inform Decis Mak 2015; 15:109. [PMID: 26699852 PMCID: PMC4690217 DOI: 10.1186/s12911-015-0232-9] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2015] [Accepted: 12/15/2015] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND The Patient Activation Measure (PAM13) is an instrument that assesses patient knowledge, skills, and confidence for disease self-management. This cross-sectional study was aimed to validate a culturally-adapted Italian Patient Activation Measure (PAM13-I) for patients with chronic conditions. METHODS 519 chronic patients were involved in the Italian validation study and responded to PAM13-I. The PAM 13 was translated into Italian by a standardized forward-backward translation. Data quality was assessed by mean, median, item response, missing values, floor and ceiling effects, internal consistency (Cronbach's alpha and average inter-item correlation), item-rest correlations. Rasch Model and differential item functioning assessed scale properties. RESULTS Mean PAM13-I score was 66.2. Rasch analysis showed that the PAM13-I is a good measure of patient activation. The level of internal consistency was good (α = 0.88). For all items, the distribution of answers was left-skewed, with a small floor effect (range 1.7-4.5 %) and a moderate ceiling effect (range 27.6-55.0 %). The Italian version formed a unidimensional, probabilistic Guttman-like scale explaining 41 % of the variance. CONCLUSION The PAM13-I has been demonstrated to be a valid and reliable measure of patient activation and the present study suggests its applicability to the Italian-speaking chronic patient population. The measure has good psychometric properties and appears to be consistent with the developmental nature of the patient activation phenomenon, although it presents a different ranking order of the items comparing to the American version. PAM13-I can be a useful assessment tool to evaluate interventions aimed at improving patient engagement in healthcare and to train doctors in attuning their communication to the level of patients' activation. Future research could be conducted to further confirm the validity of the PAM13-I.
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Affiliation(s)
| | - Serena Barello
- />Department of Psychology, Università Cattolica del Sacro Cuore, Milan, Italy
- />Faculty of Psychology, Università Cattolica del Sacro Cuore, L.go Gemelli 1, Milan, 20123 Italy
| | - Andrea Bonanomi
- />Department of Statistical Sciences, Università Cattolica del Sacro Cuore, Milan, Italy
| | - Edoardo Lozza
- />Department of Psychology, Università Cattolica del Sacro Cuore, Milan, Italy
| | - Judith Hibbard
- />Department of Planning, Public Policy, and Management, University of Oregon, Eugene, USA
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Abstract
Inflammatory bowel disease (IBD) is a complex disease process that often requires the integration of skills from various health care providers to adequately meet the needs of patients with IBD. The medical and surgical treatment options for IBD have become more complicated and are frequently a source of angst for both the patient and provider. However, it has become more important than ever to engage patients in navigating the treatment algorithm. Although novel in the IBD world, the concept of patients' becoming more active and effective managers of their care has been well studied in other disease processes such as diabetes mellitus and mental illness. This idea of patient activation refers to a patient understanding his or her role in the care process and having the skill sets and self-reliance necessary to manage his or her own health care. Over the past decade, evidence supporting the role of patient activation in chronic illness has grown, revealing improved health outcomes, enhanced patient experiences, and lower overall costs. Patient activation can be measured, and interventions have been shown to improve levels of activation over time and influence outcomes. A focus on patient activation is very appropriate for patients with IBD because this may potentially serve as a tool for IBD providers to not only improve patient outcomes and experience but also reduce health care costs.
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56
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Moljord IEO, Lara-Cabrera ML, Perestelo-Pérez L, Rivero-Santana A, Eriksen L, Linaker OM. Psychometric properties of the Patient Activation Measure-13 among out-patients waiting for mental health treatment: A validation study in Norway. PATIENT EDUCATION AND COUNSELING 2015; 98:1410-7. [PMID: 26146239 DOI: 10.1016/j.pec.2015.06.009] [Citation(s) in RCA: 64] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2014] [Revised: 02/20/2015] [Accepted: 06/13/2015] [Indexed: 05/23/2023]
Abstract
OBJECTIVE The Patient Activation Measure-13 (PAM-13) has been found useful for assessing patient knowledge, skills and confidence in management of chronic conditions, but the empirical evidence from mental health is sparse. The psychometric properties of PAM in out-patients waiting for treatment in community mental health centers (CMHC) have therefore been examined. METHODS A total of 290 adults from two CMHC completed PAM. An exploratory factor analysis was conducted with 273 patients. Data at baseline and after 4 weeks were used to analyze test-retest reliability (n=60) and to analyze the sensitivity to change (n=51). RESULTS The exploratory factor analysis revealed a fit for a two-factor model (Cronbach's α was 0.86 and 0.67), and was assessed for a one-factor model (α=0.87). The test-retest intraclass correlation coefficient was 0.76. Sensitivity to change was good with a statistically significant activation improvement (p<0.001) on patients receiving a peer co-led-educational intervention (Cohen's d was 0.85). CONCLUSION PAM has appropriate and acceptable psychometric properties in mental health settings. PRACTICE IMPLICATIONS Assessing activation before treatment might be useful for scheduling the delivery of mental health services as well as evaluating educational interventions aimed at improving patient engagement in mental health.
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Affiliation(s)
- Inger Elise O Moljord
- Department of Research and Development, Division of Psychiatry, St. Olavs University Hospital, Trondheim, Norway; Nidaros Community Mental Health Center, Division of Psychiatry, St. Olavs University Hospital, Trondheim, Norway; Norwegian University of Science and Technology, Faculty of Medicine, Department of Neuroscience, Trondheim, Norway.
| | - Mariela L Lara-Cabrera
- Department of Research and Development, Division of Psychiatry, St. Olavs University Hospital, Trondheim, Norway; Tiller Community Mental Health Center, Division of Psychiatry, St. Olavs University Hospital, Trondheim, Norway; Norwegian University of Science and Technology, Faculty of Medicine, Department of Neuroscience, Trondheim, Norway.
| | - Lilisbeth Perestelo-Pérez
- Evaluation Unit of the Canary Islands Health Service (SESCS), Tenerife, Spain; Red de Investigación en Servicios de Salud en Enfermedades Crónicas (REDISSEC), Tenerife, Spain; Center for Biomedical Research of the Canary Islands (CIBICAN), Tenerife, Spain
| | - Amado Rivero-Santana
- Red de Investigación en Servicios de Salud en Enfermedades Crónicas (REDISSEC), Tenerife, Spain; Center for Biomedical Research of the Canary Islands (CIBICAN), Tenerife, Spain; Canarian Foundation of Health Research (FUNCANIS), Tenerife, Spain
| | - Lasse Eriksen
- Evaluation Unit of the Canary Islands Health Service (SESCS), Tenerife, Spain; Norwegian University of Science and Technology, Faculty of Medicine, Department of Neuroscience, Trondheim, Norway
| | - Olav M Linaker
- Department of Research and Development, Division of Psychiatry, St. Olavs University Hospital, Trondheim, Norway; Norwegian University of Science and Technology, Faculty of Medicine, Department of Neuroscience, Trondheim, Norway
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57
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Mechanism of engaging self-management behavior in rural heart failure patients. Appl Nurs Res 2015; 30:222-7. [PMID: 27091282 DOI: 10.1016/j.apnr.2015.09.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2015] [Revised: 09/14/2015] [Accepted: 09/27/2015] [Indexed: 01/04/2023]
Abstract
AIM The purpose of this study was to examine the relationships among self-efficacy, patient activation and SM in rural heart failure patients discharged from critical access hospitals. BACKGROUND Heart failure is one of the most disabling and resource-consuming chronic conditions. Compared to their urban counterparts, rural heart failure patients had higher healthcare utilizations and worse health outcomes. Self-management (SM) plays a significant role in improving patients' outcomes and reducing healthcare use. Despite persistent recommendations of SM, engagement in SM still remains low in rural heart failure patients. SM is a complex behavior, which is influenced by various factors. Evidence on the efficacy of interventions to promote SM is limited and inconsistent. One reason is that the mechanism of engagement of SM in the rural heart failure population has not been fully understood. METHODS A correlational study was conducted using secondary data from a randomized control trial aimed to improve SM adherence. Path analysis was used to test the hypothesis of patient activation mediating the effect of self-efficacy on SM. RESULTS Data were collected from a sample of 101 heart failure patients (37% males) with an average age of 70 years. The final model provided a good fit to the data, supporting the hypothesis that self-efficacy contributes to SM through activation. CONCLUSION The results of this study showed that effective SM interventions should be designed to include strategies to promote both self-efficacy and activation.
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Crawford HA, Barton B, Wilson MJ, Berman Y, McKelvey-Martin VJ, Morrison PJ, North KN. Uptake of health monitoring and disease self-management in Australian adults with neurofibromatosis type 1: strategies to improve care. Clin Genet 2015; 89:385-91. [PMID: 26081173 DOI: 10.1111/cge.12627] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2015] [Revised: 06/14/2015] [Accepted: 06/15/2015] [Indexed: 01/18/2023]
Abstract
Lifelong health monitoring is recommended in neurofibromatosis type 1 (NF1) because of the progressive and unpredictable range of disabling and potentially life-threatening symptoms that arise. In Australia, strategies for NF1 health surveillance are less well developed for adults than they are for children, resulting in inequalities between pediatric and adult care. The aims of this study were to determine the uptake of health monitoring and capacity of adults with NF1 to self-manage their health. Australian adults with NF1 (n = 94, 18-40 years) participated in a semi-structured interview. Almost half reported no regular health monitoring. Thematic analysis of interviews identified four main themes as to why: (i) did not know where to seek care, (ii) unaware of the need for regular monitoring, (iii) futility of health monitoring as nothing can be done for NF1, and (iv) feeling healthy, therefore monitoring unnecessary. Overall, there were low levels of patient activation, indicating that adults with NF1 lacked knowledge and confidence to manage their health and health care. Findings are discussed in the context of service provision for adults with NF1 in New South Wales, Australia.
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Affiliation(s)
- H A Crawford
- Discipline of Paediatrics and Child Health, The University of Sydney, Sydney, New South Wales, Australia.,The Institute for Neuroscience and Muscle Research, Westmead, New South Wales, Australia
| | - B Barton
- Discipline of Paediatrics and Child Health, The University of Sydney, Sydney, New South Wales, Australia.,Children's Hospital Education Research Institute (CHERI), The Children's Hospital at Westmead, Westmead, New South Wales, Australia
| | - M J Wilson
- Department of Genetic Medicine, Westmead Hospital, Westmead, New South Wales, Australia.,Discipline of Genetics, University of Sydney, Sydney, New South Wales, Australia
| | - Y Berman
- Department of Clinical Genetics, Royal North Shore Hospital, St Leonards, New South Wales, Australia.,Discipline of Medicine, University of Sydney, Sydney, New South Wales, Australia
| | - V J McKelvey-Martin
- School of Pharmacy and Pharmaceutical Sciences, Ulster University, Coleraine, Northern Ireland, UK
| | - P J Morrison
- School of Pharmacy and Pharmaceutical Sciences, Ulster University, Coleraine, Northern Ireland, UK.,Northern Ireland Regional Genetics Service, Department of Medical Genetics, Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
| | - K N North
- Murdoch Childrens Research Institute, Royal Children's Hospital, Parkville, Victoria, Australia
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A Home-Based Educational Intervention Improves Patient Activation Measures and Diabetes Health Indicators among Zuni Indians. PLoS One 2015; 10:e0125820. [PMID: 25954817 PMCID: PMC4425648 DOI: 10.1371/journal.pone.0125820] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2015] [Accepted: 03/17/2015] [Indexed: 12/31/2022] Open
Abstract
Introduction One in three people will be diagnosed with diabetes by 2050, and the proportion will likely be higher among Native Americans. Diabetes control is currently suboptimal in underserved populations despite a plethora of new therapies. Patient empowerment is a key determinant of diabetes control, but such empowerment can be difficult to achieve due to resource limitation and cultural, language and health literacy barriers. We describe a home-based educational intervention using Community Health Representatives (CHRs), leading to improvement in Patient Activation Measures scores and clinical indicators of diabetes control. Methods Sixty participants with type 2 diabetes (T2D) completed a baseline evaluation including physical exam, Point of Care (POC) testing, and the Patient Activation Measure (PAM) survey. Participants then underwent a one hour group didactic session led by Community Health Representatives (CHRs) who subsequently carried out monthly home-based educational interventions to encourage healthy lifestyles, including diet, exercise, and alcohol and cigarette avoidance until follow up at 6 months, when clinical phenotyping and the PAM survey were repeated. Results PAM scores were increased by at least one level in 35 (58%) participants, while 24 participants who started at higher baseline score did not change. Six months after intervention, mean levels of A1C decreased by 0.7 ± 1.2%; fasting blood glucose decreased by 24.0 ± 38.0 mg/dl; BMI decreased by 1.5 ± 2.1 kg/m2; total cholesterol decreased by 12.0± 28.0 mg/dl; and triglycerides decreased by 52.0 ± 71.0 mg/dl. All of these changes were statistically significant (p<0.05). Conclusion This six month, CHR led and community-oriented educational intervention helps inform standards of practice for the management of diabetes, engages diabetic populations in their own care, and reduces health disparities for the underserved population of Zuni Indians. Trial Registration ClinicalTrials.gov NCT02339311
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Kinney RL, Lemon SC, Person SD, Pagoto SL, Saczynski JS. The association between patient activation and medication adherence, hospitalization, and emergency room utilization in patients with chronic illnesses: a systematic review. PATIENT EDUCATION AND COUNSELING 2015; 98:545-52. [PMID: 25744281 DOI: 10.1016/j.pec.2015.02.005] [Citation(s) in RCA: 82] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2014] [Revised: 01/26/2015] [Accepted: 02/07/2015] [Indexed: 05/20/2023]
Abstract
OBJECTIVE A systematic review of the published literature on the association between the PAM (Patient Activation Measure) and hospitalization, emergency room use, and medication adherence among chronically ill patient populations. METHODS A literature search of several electronic databases was performed. Studies published between January 1, 2004 and June 30, 2014 that used the PAM measure and examined at least one of the outcomes of interest among a chronically ill study population were identified and systematically assessed. RESULTS Ten studies met the eligibility criteria. Patients who scored in the lower PAM stages (Stages 1 and 2) were more likely to have been hospitalized. Patients who scored in the lowest stage were also more likely to utilize the emergency room. The relationship between PAM stage and medication adherence was inconclusive in this review. CONCLUSION Chronically ill patients reporting low stages of patient activation are at an increased risk for hospitalization and ER utilization. PRACTICAL IMPLICATIONS Future research is needed to further understand the relationship between patient activation and medication adherence, hospitalization and/or ER utilization in specific chronically ill (e.g. diabetic, asthmatic) populations. Research should also consider the role of patient activation in the development of effective interventions which seek to address the outcomes of interest.
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Affiliation(s)
- Rebecca L Kinney
- Department of Quantitative Health Sciences, University of Massachusetts, Medical School, Worcester, USA.
| | - Stephenie C Lemon
- Department of Medicine, University of Massachusetts, Medical School, Worcester, USA
| | - Sharina D Person
- Department of Quantitative Health Sciences, University of Massachusetts, Medical School, Worcester, USA
| | - Sherry L Pagoto
- Department of Medicine, University of Massachusetts, Medical School, Worcester, USA
| | - Jane S Saczynski
- Department of Quantitative Health Sciences, University of Massachusetts, Medical School, Worcester, USA; Department of Medicine, University of Massachusetts, Medical School, Worcester, USA
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Aung E, Donald M, Coll JR, Williams GM, Doi SAR. Association between patient activation and patient-assessed quality of care in type 2 diabetes: results of a longitudinal study. Health Expect 2015; 19:356-66. [PMID: 25773785 DOI: 10.1111/hex.12359] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/19/2015] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Previous research using cross-sectional data has shown a positive relationship between patient activation and quality of care. The quantitative relationships in the same patients over time, however, remain undefined. OBJECTIVE To examine the relationship between changes in activation over time and patient-assessed quality of chronic illness care. DESIGN Prospective cohort study. PARTICIPANTS The study used data reported annually from 2008 (N = 3761) to 2010 (N = 3040), using self-report survey questionnaires, completed by patients with type 2 diabetes in a population-based cohort in Queensland, Australia. MAIN MEASURES Principal measures were the 13-item Patient Activation Measure (PAM), and the 20-item Patient Assessment of Chronic Illness Care (PACIC) instrument. METHODS Nonparametric anova was used to determine the association between patient activation and patient-assessed quality of care in low and high patient activation groups at baseline (2008), and in 2009 and 2010, when patients had changed group membership. The Wilcoxon signed ranks test was used to compare the PACIC scores between baseline and each follow-up survey for the same patient activation level. RESULTS Patient activation was positively associated with the median PACIC score within each survey year and within each of the groups defined at baseline (high- and low-activation groups; P < 0.001). CONCLUSIONS Patient activation and the PACIC change in the same direction and should be considered together in the interpretation of patient care assessment. This can be carried out by interpreting PACIC scores within strata of PAM.
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Affiliation(s)
- Eindra Aung
- School of Population Health, University of Queensland, Brisbane, Qld, Australia
| | - Maria Donald
- School of Medicine, University of Queensland, Brisbane, Qld, Australia
| | - Joseph R Coll
- School of Population Health, University of Queensland, Brisbane, Qld, Australia
| | - Gail M Williams
- School of Population Health, University of Queensland, Brisbane, Qld, Australia
| | - Suhail A R Doi
- School of Population Health, University of Queensland, Brisbane, Qld, Australia
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Engagement in a program promoting lifestyle modification is associated with better patient-reported outcomes for people with MS. Neurol Sci 2015; 36:845-52. [PMID: 25638416 PMCID: PMC4454831 DOI: 10.1007/s10072-015-2089-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2014] [Accepted: 01/20/2015] [Indexed: 11/16/2022]
Abstract
There is increasing interest in patient-centered approaches to chronic disease management and prevention. For people with multiple sclerosis (PwMS), patient empowerment plays a role in improving a range of health-related outcomes. This study aimed to compare health-related quality of life (HRQOL), fatigue, and depression risk between people who have and have not attended a week-long physician-led residential educational retreat or accessed other self-help resources (a book and online content) that foster patient empowerment including the adoption of healthy lifestyle behaviors. PwMS were recruited to the study using online platforms and asked to complete a comprehensive online survey. Data from 2,233 respondents were analysed. Bivariate results indicated that PwMS who had attended a retreat (n = 247), read the associated book (n = 1,167) or regularly visited online sites promoting lifestyle modification (n = 795), had better HRQOL and lower rates of depression and fatigue than those who had not. The depression risk among retreat attendees (8.6 %) was around half that of the whole sample. Regression analysis showed that, controlling for age and gender, compared to the highest level of engagement, no engagement with the resources was associated with nearly threefold higher odds of clinically significant fatigue, tenfold higher odds of depression risk, and physical and mental HRQOL scores 19.5 and 15.6 points lower, respectively. These results are congruent with previously reported post-retreat improvements in HRQOL, and strongly support a role for patient engagement in resources promoting lifestyle modification. Physicians should encourage more active involvement of PwMS in their own health care.
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Packer TL, Kephart G, Ghahari S, Audulv Å, Versnel J, Warner G. The Patient Activation Measure: a validation study in a neurological population. Qual Life Res 2015; 24:1587-96. [PMID: 25557496 DOI: 10.1007/s11136-014-0908-0] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/23/2014] [Indexed: 11/28/2022]
Abstract
PURPOSE To assess the validity of the Patient Activation Measure (PAM13) of patient activation in persons with neurological conditions. METHODS "The Everyday Experience of Living with and Managing a Neurological Condition" (The LINC study) surveyed 948 adults with neurological conditions residing in Canada in 2011 and 2012. Using data for 722 respondents who met coding requirements for the PAM-13, we examined the properties of the measure using principle components analysis, inter-item correlations and Cronbach's alpha to assess unidimensionality and internal consistency. Rasch modeling was used to assess item performance and scaling. Construct validity was assessed by calculating associations between the PAM and known correlates. RESULTS PAM-13 provides a suitably reliable and valid instrument for research in patients with neurological conditions, but scaling problems may yield measurement error and biases for those with low levels of activation. This is of particular importance when used in clinical settings or for individual client care. Our study also suggests that measurement of activation may benefit from tailoring items and scaling to specific diagnostic groups such as people with neurological conditions, thus allowing the PAM-13 to recognize unique attributes and management challenges in those conditions. CONCLUSIONS The PAM-13 is an internally reliable and valid tool for research purposes. The use of categorical activation "level" in clinical settings should be done with caution.
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Affiliation(s)
- Tanya L Packer
- School of Occupational Therapy, Dalhousie University, Forrest Building, Rm 161, 5869 University Av., P.O. Box 15000, Halifax, NS, B3H 4R2, Canada,
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Pennarola BW, Rodday AM, Bingen K, Schwartz LA, Patel SK, Syrjala KL, Mayer DK, Ratichek SJ, Guinan EC, Kupst MJ, Hibbard JH, Parsons SK. Changing factors associated with parent activation after pediatric hematopoietic stem cell transplant. Support Care Cancer 2014; 23:1997-2006. [PMID: 25519755 DOI: 10.1007/s00520-014-2544-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2014] [Accepted: 11/30/2014] [Indexed: 11/26/2022]
Abstract
PURPOSE To identify factors associated with parent activation in parents of children undergoing pediatric hematopoietic stem cell transplant (HSCT) in the 6 months following HSCT, and to address if their association with parent activation changes over time. METHODS Measures for this analysis, including the Parent-Patient Activation Measure (Parent-PAM), were completed by parents (N = 198) prior to their child's HSCT preparative regimen and again at 6 months post-HSCT. Clinical data were also collected. A repeated measures model was built to estimate the association between clinical and demographic factors and parent well-being on Parent-PAM scores. Interactions with time were considered to test for changing effects over time. RESULTS Throughout the HSCT course, older parent age was associated with lower Parent-PAM scores (β = -0.29, p = 0.02) and never being married was associated with higher scores (versus married, β = 12.27, p = 0.03). While higher parent emotional functioning scores were not associated with activation at baseline, they were important at 6 months (baseline, β = -0.002, p = 0.96; interaction, β = 0.14, p = 0.03). At baseline, longer duration of illness was associated with increased activation, but this effect diminished with time (baseline, β = 3.29, p = 0.0002; interaction, β = -2.40, p = 0.02). Activation levels dropped for parents of children who went from private to public insurance (baseline, β = 2.95, p = 0.53; interaction, β = -13.82, p = 0.004). Clinical events did not affect Parent-PAM scores. CONCLUSIONS Our findings reveal important changes in the factors associated with parent activation in the first 6 months after pediatric HSCT. These findings may reflect the emotional and financial toll of pediatric HSCT on parent activation.
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Affiliation(s)
- Brian W Pennarola
- The Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, Boston, MA, USA,
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Magnezi R, Glasser S. Psychometric properties of the hebrew translation of the patient activation measure (PAM-13). PLoS One 2014; 9:e113391. [PMID: 25411841 PMCID: PMC4239053 DOI: 10.1371/journal.pone.0113391] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2014] [Accepted: 10/22/2014] [Indexed: 01/30/2023] Open
Abstract
Objective “Patient activation” reflects involvement in managing ones health. This cross-sectional study assessed the psychometric properties of the Hebrew translation (PAM-H) of the PAM-13. Methods A nationally representative sample of 203 Hebrew-speaking Israeli adults answered the PAM-H, PHQ-9 depression scale, SF-12, and Self-efficacy Scale via telephone. Results Mean PAM-H scores were 70.7±15.4. Rasch analysis indicated that the PAM-H is a good measure of activation. There were no differences in PAM-H scores based on gender, age or education. Subjects with chronic disease scored lower than those without. Scores correlated with the Self-efficacy Scale (0.47), Total SF-12 (0.39) and PHQ-9 (−0.35, P<0.0001), indicating concurrent validity. Discriminant validity was reflected by a significant difference in the mean PAM-H score of those who scored below 10 (72.1±14.8) on the PHQ-9 (not depressed) compared to those scoring ≥10 (i.e. probable depression) (59.2±15.8; t 3.75; P = 0.001). Conclusion The PAM-H psychometric properties indicate its usefulness with the Hebrew-speaking Israeli population. Practice Implications PAM-H can be useful for assessing programs aimed at effecting changes in patient compliance, health behaviors, etc. Researchers in Israel should use a single translation of the PAM-13 so that findings can be compared, increasing understanding of patient activation.
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Affiliation(s)
- Racheli Magnezi
- Department of Management, Bar Ilan University, Ramat Gan, Israel
- * E-mail:
| | - Saralee Glasser
- Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel
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Williams AL, Phillips CJ, Watkins A, Rushton AB. The effect of work-based mentoring on patient outcome in musculoskeletal physiotherapy: study protocol for a randomised controlled trial. Trials 2014; 15:409. [PMID: 25344736 PMCID: PMC4223828 DOI: 10.1186/1745-6215-15-409] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2014] [Accepted: 10/02/2014] [Indexed: 04/01/2024] Open
Abstract
BACKGROUND Despite persistent calls to measure the effectiveness of educational interventions on patient outcomes, few studies have been conducted. Within musculoskeletal physiotherapy, the effects of postgraduate clinical mentoring on physiotherapist performance have been assessed, but the impact of this mentoring on patient outcomes remains unknown. The objective of this trial is to assess the effectiveness of a work-based mentoring programme to facilitate physiotherapist clinical reasoning on patient outcomes in musculoskeletal physiotherapy. METHODS/DESIGN A stepped wedge cluster randomised controlled trial (CRCT) has been designed to recruit a minimum of 12 senior physiotherapists who work in musculoskeletal outpatient departments of a large National Health Service (NHS) organization. Participating physiotherapists will be randomised by cluster to receive the intervention at three time periods. Patients will be blinded to whether their physiotherapist has received the intervention. The primary outcome measure will be the Patient-Specific Functional Scale; secondary outcome measures will include the EQ-5D, patient activation, patient satisfaction and physiotherapist performance. Sample size considerations used published methods describing stepped wedge designs, conventional values of 0.80 for statistical power and 0.05 for statistical significance, and pragmatic groupings of 12 participating physiotherapists in three clusters. Based on an intergroup difference of 1.0 on the PSFS with a standard deviation of 2.0, 10 patients are required to complete outcome measures per physiotherapist, at time period 1 (prior to intervention roll-out) and at each of time periods 2, 3 and 4, giving a sample size of 480 patients. To account for the potential loss to follow-up of 33%, 720 sets of patient outcomes will be collected.All physiotherapist participants will receive 150 hours of mentored clinical practice as the intervention and usual in-service training as control. Consecutive, consenting patients attending treatment by the participating physiotherapists during data collection periods will complete outcome measures at baseline, discharge and 12 months post-baseline. The lead researcher will be blinded to the allocation of the physiotherapist when analyzing outcome data; statistical analysis will involve classical linear models incorporating both an intervention effect and a random intercept term to reflect systematic differences among clusters. TRIAL REGISTRATION Assigned 31 July 2012: ISRCTN79599220.
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Affiliation(s)
- Aled L Williams
- />Musculoskeletal Physiotherapy Service, Cardiff and Vale University Health Board, University Hospital of Wales, Heath Park, Cardiff, Wales CF14 4XW UK
| | - Ceri J. Phillips
- />Swansea Centre for Health Economics, College of Human and Health Sciences, Swansea University, Singleton Park, Swansea, Wales SA2 8PP UK
| | - Alan Watkins
- />College of Medicine, Swansea University, Singleton Park, Swansea, Wales SA2 8PP UK
| | - Alison B. Rushton
- />School of Sport, Exercise and Rehabilitation Sciences, College of Life and Environmental Sciences, University of Birmingham, Edgbaston, Birmingham, England B15 2TT UK
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Kersten P, McPherson KM, Kayes NM, Theadom A, McCambridge A. Bridging the goal intention-action gap in rehabilitation: a study of if-then implementation intentions in neurorehabilitation. Disabil Rehabil 2014; 37:1073-81. [PMID: 25163832 DOI: 10.3109/09638288.2014.955137] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
PURPOSE To test the feasibility and acceptability of an implementation intention strategy (if-then plans) increasingly used in health psychology to bridge the goal intention-action gap in rehabilitation with people with neurological conditions who are experiencing difficulties with mobility. METHODS Twenty people with multiple sclerosis (MS) and stroke, randomised to an experimental and control group, set up to three mobility related goals with a physiotherapist. The experimental group also formulated if-then plans for every goal. DATA COLLECTION Focus groups and interviews with participants and therapists; Patient Activation Measure (PAM), 10-m walk test, Rivermead Mobility Index, self-efficacy, subjective health status, quality of life. RESULTS Qualitative data highlighted one main theme: Rehabilitation in context, encapsulating the usefulness of the if-then strategy in thinking about the patient in the context of complexity, the usefulness of home-based rehabilitation, and the perceived need for a few more sessions. Changes in walking speed were in the expected direction for both groups; PAM scores improved over 3 months in both groups. CONCLUSION If-then plans were feasible and acceptable in bridging the goal intention-action gap in rehabilitation with people with MS and stroke, who are experiencing difficulties with mobility. This approach can now be adapted and trialled further in a definitive study. IMPLICATIONS FOR REHABILITATION Goal planning in rehabilitation necessitates specific strategies that help people engage in goal-related tasks. If-then plans aim to support people to deal more effectively with self-regulatory problems that might undermine goal striving and have been found to be effective in health promotion and health behaviour change. This feasibility study with people with a stroke and multiple sclerosis has demonstrated that if-then plans are feasible and acceptable to patients and physiotherapists in supporting goal-directed behaviour.
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Affiliation(s)
- Paula Kersten
- Person Centred Research Centre, School of Rehabilitation and Occupation Studies, AUT University , Auckland , New Zealand
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Bolen SD, Chandar A, Falck-Ytter C, Tyler C, Perzynski AT, Gertz AM, Sage P, Lewis S, Cobabe M, Ye Y, Menegay M, Windish DM. Effectiveness and safety of patient activation interventions for adults with type 2 diabetes: systematic review, meta-analysis, and meta-regression. J Gen Intern Med 2014; 29:1166-76. [PMID: 24733301 PMCID: PMC4099447 DOI: 10.1007/s11606-014-2855-4] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2013] [Revised: 01/21/2014] [Accepted: 03/19/2014] [Indexed: 01/20/2023]
Abstract
BACKGROUND Patient activation interventions (PAIs) engage patients in care by promoting increased knowledge, confidence, and/or skills for disease self-management. However, little is known about the impact of these interventions on a wide range of outcomes for adults with type 2 diabetes (DM2), or which of these interventions, if any, have the greatest impact on glycemic control. METHODS Electronic databases were searched from inception through November 2011. Of 16,290 citations, two independent reviewers identified 138 randomized trials comparing PAIs to usual care/control groups in adults with DM2 that reported intermediate or long-term outcomes or harms. For meta-analyses of continuous outcomes, we used a random-effects model to derive pooled weighted mean differences (WMD). For all-cause mortality, we calculated the pooled odds ratio (OR) using Peto's method. We assessed statistical heterogeneity using the I (2) statistic and conducted meta-regression using a random-effects model when I (2) > 50 %. A priori meta-regression primary variables included: intervention strategies, intervention leader, baseline outcome value, quality, and study duration. RESULTS PAIs modestly reduced intermediate outcomes [A1c: WMD 0.37 %, CI 0.28-0.45 %, I (2) 83 %; SBP: WMD 2.2 mmHg, CI 1.0-3.5 mmHg, I (2) 72 %; body weight: WMD 2.3 lbs, CI 1.3-3.2 lbs, I (2) 64 %; and LDL-c: WMD 4.2 mg/dL, CI 1.5-6.9 mg/dL, I (2) 64 %]. The evidence was moderate for A1c, low/very low for other intermediate outcomes, low for long-term mortality and very low for complications. Interventions had no effect on hypoglycemia (evidence: low) or short-term mortality (evidence: moderate). Higher baseline A1c, pharmacist-led interventions, and longer follow-up were associated with larger A1c improvements. No intervention strategy outperformed any other in adjusted meta-regression. CONCLUSIONS PAIs modestly improve A1c in adults with DM2 without increasing short-term mortality. These results support integration of these interventions into primary care for adults with uncontrolled glycemia, and provide evidence to insurers who do not yet cover these programs.
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Affiliation(s)
- Shari D Bolen
- Center for Health Care Research and Policy, MetroHealth Medical Center, Cleveland, OH, USA,
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69
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Evangelista LS, Liao S, Motie M, De Michelis N, Lombardo D. On-going palliative care enhances perceived control and patient activation and reduces symptom distress in patients with symptomatic heart failure: a pilot study. Eur J Cardiovasc Nurs 2014; 13:116-23. [PMID: 24443421 PMCID: PMC4455924 DOI: 10.1177/1474515114520766] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
INTRODUCTION There is a paucity of research about the impact of palliative care (PC) on perceived control (i.e. one's perceived influence over outcomes or events in the environment) and activation (i.e. ability to self-manage) in patients with symptomatic heart failure (HF). Likewise, little is known about the association between perceived control, activation, and symptom distress in this patient population. We hypothesized that patients with advanced HF who received ongoing PC services (i.e. ≥2 PC consultations) vs no access or a single PC consultation would have greater improvements in perceived control and activation and greater reductions in symptom distress three months post-discharge for HF exacerbation. METHODS Forty-two patients (average age 53.9±8.0 years; predominantly male (72%), White (61%) and married (69%)) participated in the study. However, only 36 (85.7%) patients completed an outpatient PC consultation of which 29 (69%) patients returned for additional follow-up visits with the PC team. Data on perceived control, activation, and symptom distress were collected at baseline and three months. Parametric statistical models were applied to draw conclusions. RESULTS Findings showed that the patients who received ≥2 PC consultations had greater improvements in perceived control and activation than their counterparts; these increases were associated with greater reductions in symptom distress. CONCLUSION Our findings suggest that on-going PC interventions enhance perceived control and activation in patients with advanced HF and open up the possibility of planning larger studies to assess the effect of PC on these variables as possible mediators to improvements in self-management and clinical outcomes.
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Affiliation(s)
| | - Solomon Liao
- University of California Irvine Medical Center, USA
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Goodworth MCR, Stepleman L, Hibbard J, Johns L, Wright D, Hughes MD, Williams MJ. Variables associated with patient activation in persons with multiple sclerosis. J Health Psychol 2014; 21:82-92. [PMID: 24591120 DOI: 10.1177/1359105314522085] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Identifying variables associated with patient activation in the multiple sclerosis population could serve to facilitate better multiple sclerosis self-management behaviors. Using a cross-sectional survey design, 199 participants were recruited from a multiple sclerosis center in the Southeastern United States. Depression, multiple sclerosis quality of life, and multiple Sclerosis self-efficacy were all significantly correlated with patient activation. Results of a hierarchical regression indicated that patient activation was significantly related to educational attainment, depression, and self-efficacy but not to quality of life. The results suggest several possible targets for intervention to increase patient activation, including health literacy, depression symptoms, and self-efficacy for multiple sclerosis disease management.
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Affiliation(s)
| | | | | | - Lisa Johns
- The Ohio State University College of Medicine, USA
| | - Dustin Wright
- Charlie Norwood Veterans Affairs Medical Center, USA
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Magnezi R, Glasser S, Shalev H, Sheiber A, Reuveni H. Patient activation, depression and quality of life. PATIENT EDUCATION AND COUNSELING 2014; 94:432-437. [PMID: 24331277 DOI: 10.1016/j.pec.2013.10.015] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2013] [Revised: 10/24/2013] [Accepted: 10/26/2013] [Indexed: 06/03/2023]
Abstract
OBJECTIVE "Patient activation" describes the extent to which individuals manage their own healthcare. This study evaluated the association of patient activation, depressive symptoms and quality of life in a primary care setting. METHODS 278 patients who visited two primary care clinics were interviewed in the waiting room before their appointment or by telephone. Study participants completed the Patient Activation Measure (PAM), Patient Health Questionnaire-9 (PHQ-9) and Short Form-12 Health Survey (SF-12). Physicians assessed each participant's depression status immediately after the visit. RESULTS PAM scores correlated negatively with PHQ-9 (r=-0.35, p<0.0001) and positively with total SF-12 score (r=0.39, p<0.0001). Increased participant involvement by one-level increments on the PAM was predicted by their being in the 55 to 74-year age group and higher total SF-12 quartiles. Almost half of those scoring ≥10 on PHQ-9 were not considered depressed by their physician (false negatives, i.e. "hidden depression"). CONCLUSION In primary care settings, PAM is easily administered and useful for general patients and for those with depressive symptoms. PRACTICE IMPLICATIONS Assessing patient activation will enable caregivers to monitor levels of self-care (activation) and potential adherence to health behavior recommendations. PHQ-9 screening could increase awareness of "hidden depression" in the primary care setting.
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Affiliation(s)
- Racheli Magnezi
- Department of Management, Bar Ilan University, Ramat Gan, Israel; Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel.
| | - Saralee Glasser
- Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel
| | - Hadar Shalev
- Department of Psychiatry, Soroka University Medical Center, Beer Sheva, Israel
| | - Asher Sheiber
- Department of Psychiatry, Soroka University Medical Center, Beer Sheva, Israel
| | - Haim Reuveni
- Faculty of Health Sciences, Ben Gurion University of the Negev, Beer Sheva, Israel
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Mitchell SE, Gardiner PM, Sadikova E, Martin JM, Jack BW, Hibbard JH, Paasche-Orlow MK. Patient activation and 30-day post-discharge hospital utilization. J Gen Intern Med 2014; 29:349-55. [PMID: 24091935 PMCID: PMC3912296 DOI: 10.1007/s11606-013-2647-2] [Citation(s) in RCA: 104] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2013] [Revised: 07/12/2013] [Accepted: 09/10/2013] [Indexed: 01/12/2023]
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.
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Affiliation(s)
- Suzanne E Mitchell
- Department of Family Medicine, Boston University School of Medicine, Boston, MA, USA,
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Giordano A, Lugaresi A, Confalonieri P, Granella F, Radice D, Trojano M, Martinelli V, Solari A, Giordano A, Martinelli V, Lugaresi A, Pucci E, Granella F, Trojano M, Solari A, Martinelli V, Pucci E, Messmer Uccelli M, Lugaresi A, Giordano A, Granella F, Solari A, Giordano A, Ferrari G, Martini F, Solari A, Radice D, D’Annunzio G, Lugaresi A, Farina D, Travaglini D, Pietrolongo E, Onofrj M, Torri Clerici V, Bonanno S, Brambilla L, Confalonieri P, Martinelli V, Radaelli M, Messina J, Comi G, Tortorella C, Luciannatelli E, Trojano M, Senesi C, Tsantes E, Granella F, Conti MZ, Rottoli MR, Bellantonio P, Fischetti M, Fantozzi R, Pala A, Traccis S, Di Battista G, Bianchi M, Benedetti MD, Gaetani L, Di Filippo M, Carolei A, Totaro R, Lanzillo R, Brescia Morra V, Coppola R, Cottone S, Chiavazza C, Cavalla P, Leonardi C, Aguglia U, Ziuliani C, Valla P, Sasanelli F, Valentino P, Quattrone A, Martino PG, Russo M, Vita G, Immovilli P. Implementation of the ‘Sapere Migliora’ information aid for newly diagnosed people with multiple sclerosis in routine clinical practice: a late-phase controlled trial. Mult Scler 2014; 20:1234-43. [DOI: 10.1177/1352458513519180] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2013] [Accepted: 12/11/2013] [Indexed: 11/16/2022]
Abstract
Background: The SIMS-Trial showed that the ‘Sapere Migliora’ information aid (IA) for newly diagnosed people with multiple sclerosis (PwMS) effectively improved patient knowledge and satisfaction with care. Objectives: The objectives of this paper are to assess the effectiveness of the IA in clinical practice and to compare the whole IA with the take-home booklet/website component alone. Methods: After updating the IA and replacing the CD with a website, a prospective, open-label non-randomised controlled trial compared the whole IA (group A, five SIMS-Trial centres) to take-home (group B, 16 centres). One month after the intervention, participants completed the MS Knowledge Questionnaire (MSKQ), care satisfaction questionnaire (COSM-R) (primary study outcomes), Hospital and Anxiety Depression Scale, and ad hoc questionnaire appraising the IA. Results: We enrolled 159 newly diagnosed PwMS (May 2012–March 2013). Drop-outs were four of 77 (5%, group A) and 11/82 (13%, group B). Primary endpoint (highest tertile both for MSKQ and COSM-R section 2 scores) was achieved by 38/77 (49%) group A and 33/82 (40%) group B ( p = 0.25). Attainment of secondary outcomes was also similar between groups. Conclusions: This study shows that the entire IA is not superior to the booklet/website alone, and that both are comparable in efficacy to the intervention arm of the SIMS-Trial. Trial registration number: ISRCTN78940214.
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Affiliation(s)
- A Giordano
- Unit of Neuroepidemiology, Foundation IRCCS Neurological Institute C. Besta, Italy
| | - A Lugaresi
- Department of Neuroscience and Imaging, University G. d’Annunzio of Chieti-Pescara, Italy
| | - P Confalonieri
- Department of Neuroimmunology, Foundation IRCCS Neurological Institute C. Besta, Italy
| | - F Granella
- Department of Neurosciences, Neurology Unit, University of Parma, Italy
| | - D Radice
- Division of Epidemiology and Biostatistics, European Institute of Oncology, Italy
| | - M Trojano
- Department of Basic Medical Sciences, Neuroscience and Sense Organs, University of Bari, Italy
| | - V Martinelli
- Department of Neurology, Scientific Institute Hospital San Raffaele, Italy
| | - A Solari
- Unit of Neuroepidemiology, Foundation IRCCS Neurological Institute C. Besta, Italy
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Magnezi R, Bergman YS, Grosberg D. Online activity and participation in treatment affects the perceived efficacy of social health networks among patients with chronic illness. J Med Internet Res 2014; 16:e12. [PMID: 24413148 PMCID: PMC3906665 DOI: 10.2196/jmir.2630] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2013] [Revised: 05/27/2013] [Accepted: 11/21/2013] [Indexed: 11/21/2022] Open
Abstract
Background The use of online health-related social networks for support, peer-to-peer connections, and obtaining health information has increased dramatically. Participation in an online health-related social network can enhance patients’ self-efficacy and empowerment, as they are given knowledge and tools to manage their chronic health condition more effectively. Thus, we can deduce that patient activation, the extent to which individuals are able to manage their own health care, also increases. However, little is known about the effects of participation in online health-related social networks and patient activation on the perceived usefulness of a website across disease groups. Objective The intent of the study was to evaluate the effects and benefits of participation in an online health-related social network and to determine which variables predict perceived site usefulness, while examining patient activation. Methods Data were collected from “Camoni”, the first health-related social network in the Hebrew language. It offers medical advice, including blogs, forums, support groups, internal mail, chats, and an opportunity to consult with experts. This study focused on the site’s five largest and most active communities: diabetes, heart disease, kidney disease, spinal injury, and depression/anxiety. Recruitment was conducted during a three-month period in which a link to the study questionnaire was displayed on the Camoni home page. Three questionnaires were used: a 13-item measure of perceived usefulness (Cronbach alpha=.93) to estimate the extent to which an individual found the website helpful and informative, a 9-item measure of active involvement in the website (Cronbach alpha=.84), and The Patient Activation Measure (PAM-13, Cronbach alpha=.86), which assesses a patient’s level of active participation in his or her health care. Results There were 296 participants. Men 30-39 years of age scored higher in active involvement than those 40-49 years (P=.03), 50-64 years (P=.004), or 65+ years (P=.01). Respondents 20-29 years of age scored higher in perceived usefulness than those 50-64 years (P=.04) and those 65+ years (P=.049). Those aged 20-29 years scored significantly lower on the PAM-13 scale than those aged 30-39 years (P=.01) and 50-64 years (P=.049). Men and women had similar PAM-13 scores (F9,283=0.17, P=.76). Several variables were significant predictors of perceived usefulness. Age was a negative predictor; younger age was indicative of higher perceived usefulness. Active involvement was a positive predictor. There was a negative relationship found between PAM-13 scores and perceived usefulness, as taking a less active role in one’s own medical care predicted higher perceived website usefulness. A trend toward higher frequency of website activity was associated with increased perception of usefulness. Conclusions Online health-related social networks can be particularly helpful to individuals with lower patient activation. Our findings add information regarding the social and medical importance of such websites, which are gradually becoming an inseparable part of day-to-day chronic disease management in the community.
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Affiliation(s)
- Racheli Magnezi
- Department of Public Health and Health Systems Management Program, Bar Ilan University, Ramat Gan, Israel.
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Hibbard JH, Greene J. What the evidence shows about patient activation: better health outcomes and care experiences; fewer data on costs. Health Aff (Millwood) 2013; 32:207-14. [PMID: 23381511 DOI: 10.1377/hlthaff.2012.1061] [Citation(s) in RCA: 1087] [Impact Index Per Article: 98.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Patient engagement is an increasingly important component of strategies to reform health care. In this article we review the available evidence of the contribution that patient activation-the skills and confidence that equip patients to become actively engaged in their health care-makes to health outcomes, costs, and patient experience. There is a growing body of evidence showing that patients who are more activated have better health outcomes and care experiences, but there is limited evidence to date about the impact on costs. Emerging evidence indicates that interventions that tailor support to the individual's level of activation, and that build skills and confidence, are effective in increasing patient activation. Furthermore, patients who start at the lowest activation levels tend to increase the most. We conclude that policies and interventions aimed at strengthening patients' role in managing their health care can contribute to improved outcomes and that patient activation can-and should-be measured as an intermediate outcome of care that is linked to improved outcomes.
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Affiliation(s)
- Judith H Hibbard
- Health Policy Research Group, Institute for Sustainable Environments, Department of Planning, Public Policy, and Management, University of Oregon, Eugene, OR, USA.
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76
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Marshall R, Beach MC, Saha S, Mori T, Loveless MO, Hibbard JH, Cohn JA, Sharp VL, Korthuis PT. Patient activation and improved outcomes in HIV-infected patients. J Gen Intern Med 2013; 28:668-74. [PMID: 23288378 PMCID: PMC3631066 DOI: 10.1007/s11606-012-2307-y] [Citation(s) in RCA: 76] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND The Patient Activation Measure (PAM) assesses several important concepts in chronic care management, including self-efficacy for positive health behaviors. In HIV-infected populations, better self-efficacy for medication management is associated with improved adherence to antiretroviral medications (ARVs), which is critically important for controlling symptoms and slowing disease progression. OBJECTIVE To determine 1) characteristics associated with patient activation and 2) associations between patient activation and outcomes in HIV-infected patients. DESIGN Cross-sectional survey. PARTICIPANTS 433 patients receiving care in four HIV clinics. METHODS An interviewer conducted face-to-face interviews with patients following their HIV clinic visit. Survey data were supplemented with medical record abstraction to obtain most recent CD4 counts, HIV viral load and antiretroviral medications. MAIN MEASURES Patient activation was measured using the 13-item PAM (possible range 0-100). Outcomes included CD4 cell count > 200 cells/mL(3), HIV-1 RNA < 400 copies/mL (viral suppression), and patient-reported adherence. KEY RESULTS Overall, patient activation was high (mean PAM = 72.3 [SD 16.5, range 34.7-100]). Activation was lower among those without vs. with a high school degree (68.0 vs. 74.0, p < .001), and greater depression (77.6 lowest, 70.2 middle, 68.1 highest tertile, p < .001). There was no association between patient activation and age, race, gender, problematic alcohol use, illicit drug use, or social status. In multivariable models, every 5-point increase in PAM was associated with greater odds of CD4 count > 200 cells/mL(3) (aOR 1.10 [95 % CI 1.01, 1.21]), adherence (aOR 1.18 [95 % CI 1.09, 1.29]) and viral suppression (aOR 1.08 [95 % CI 1.00, 1.17]). The association between PAM and viral suppression was mediated through adherence. CONCLUSIONS Higher patient activation was associated with more favorable HIV outcomes. Interventions to improve patient activation should be developed and tested for their ability to improve HIV outcomes.
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Affiliation(s)
- Rebecca Marshall
- />Department of Psychiatry, Oregon Health and Science University, Portland, OR USA
| | - Mary Catherine Beach
- />Division of General Internal Medicine, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD USA
| | - Somnath Saha
- />Section of General Internal Medicine, Portland VA Medical Center, Portland, OR USA
- />Division of General Internal Medicine, Oregon Health & Science University, Portland, OR USA
- />Department of Public Health and Preventive Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Rd., Mail Code L-475, Portland, OR 97239-3098 USA
| | - Tomi Mori
- />Department of Public Health and Preventive Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Rd., Mail Code L-475, Portland, OR 97239-3098 USA
| | - Mark O. Loveless
- />Department of Public Health and Preventive Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Rd., Mail Code L-475, Portland, OR 97239-3098 USA
| | - Judith H. Hibbard
- />Department of Public Health and Preventive Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Rd., Mail Code L-475, Portland, OR 97239-3098 USA
- />Department of Planning, Public Policy & Management, University of Oregon, Eugene, OR USA
| | - Jonathan A. Cohn
- />Division of Infectious Diseases, Department of Medicine, Wayne State University School of Medicine, Detroit, MI USA
| | - Victoria L. Sharp
- />Center for Comprehensive Care, St. Luke’s-Roosevelt Hospital Center, New York, NY USA
| | - P. Todd Korthuis
- />Division of General Internal Medicine, Oregon Health & Science University, Portland, OR USA
- />Department of Public Health and Preventive Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Rd., Mail Code L-475, Portland, OR 97239-3098 USA
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Methodology of an International Study of People with Multiple Sclerosis Recruited through Web 2.0 Platforms: Demographics, Lifestyle, and Disease Characteristics. Neurol Res Int 2013; 2013:580596. [PMID: 23691313 PMCID: PMC3649686 DOI: 10.1155/2013/580596] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2012] [Revised: 02/27/2013] [Accepted: 03/20/2013] [Indexed: 11/21/2022] Open
Abstract
Background. Despite evidence of the potential importance of the role of health and lifestyle behaviours in multiple sclerosis (MS) outcomes, there has not been a significant focus on this area of research. Aim. We aimed to recruit an international sample of people with MS at baseline and over a five-year timeframe, examine their health and lifestyle behaviours, and determine the relationship of these behaviours to self-reported disability, disease activity, and quality of life. Methods. People with MS were recruited through web 2.0 platforms including interactive websites, social media, blogs, and forums and completed a comprehensive, multifaceted online questionnaire incorporating validated and researcher-derived tools. Results. 2519 participants met inclusion criteria for this study. This paper describes the study methodology in detail and provides an overview of baseline participant demographics, clinical characteristics, summary outcome variables, and health and lifestyle behaviours. The sample described is unique due to the nature of recruitment through online media and due to the engagement of the group, which appears to be well informed and proactive in lifestyle modification. Conclusion. This sample provides a sound platform to undertake novel exploratory analyses of the association between a variety of lifestyle factors and MS outcomes.
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Levels of patient activation among adults with schizophrenia: associations with hope, symptoms, medication adherence, and recovery attitudes. J Nerv Ment Dis 2013; 201:339-44. [PMID: 23538980 DOI: 10.1097/nmd.0b013e318288e253] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Patient activation, defined as one's attitudes and confidence toward managing illness, has been not been thoroughly studied in consumers with schizophrenia. The current study sought to understand the relationship between patient activation and symptoms, medication adherence, recovery attitudes, and hope in a sample of 119 adults with schizophrenia. The participants were enrolled in an 18-month randomized controlled study of the Illness Management and Recovery program. Data were collected at baseline; correlations and stepwise multiple regressions were used to examine the relationships and determine the unique contribution of variables. Higher patient activation was most strongly associated with positive recovery attitudes, higher levels of hope, and fewer emotional discomfort symptoms. Patient activation was significantly related to a broad measure of illness self-management, providing evidence for the construct validity of the patient activation measure. Our findings emphasize the importance of recovery-based mental health services that recognize level of patient activation as a potential factor in consumer outcomes.
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Rodday AM, Pedowitz EJ, Mayer DK, Ratichek SJ, Given CW, Parsons SK. Parental caregiving of children prior to hematopoietic stem cell transplant. Res Nurs Health 2012; 35:328-39. [PMID: 22549793 DOI: 10.1002/nur.21485] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/31/2012] [Indexed: 11/11/2022]
Abstract
Using the Caregiver Reaction Assessment (CRA), we assessed positive reactions and burdens of the caregiving experience among parental caregivers (n = 189) of children scheduled to undergo hematopoietic stem cell transplant. Although widely used in non-parental caregivers, the CRA has not been used in parents of pediatric patients. Reliability (Cronbach's alpha: .72-.81 vs. .63) and concurrent validity (correlation: .41-.61 vs. .28) were higher for negatively framed than positively framed subscales. Results indicate that the caregiving experience is complex. The parents experienced high caregiver's esteem and moderate family support, but also negative impacts on finances and schedule, and to a lesser degree, health. Compared to non-parental caregivers, parental caregivers experienced higher esteem and more impact on finances and schedule.
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Pennarola BW, Rodday AM, Mayer DK, Ratichek SJ, Davies SM, Syrjala KL, Patel S, Bingen K, Kupst MJ, Schwartz L, Guinan EC, Hibbard JH, Parsons SK. Factors associated with parental activation in pediatric hematopoietic stem cell transplant. Med Care Res Rev 2011; 69:194-214. [PMID: 22203645 DOI: 10.1177/1077558711431460] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Patient activation, the extension of self-efficacy into self-management, is an essential component of effective chronic care. In pediatric populations, caregiver activation is also needed for proper disease management. This study investigates the relationships between parental activation and other characteristics of parent-child dyads (N = 198) presenting for pediatric hematopoietic stem cell transplant. Parental activation concerning their child's health was assessed using the Parent Patient Activation Measure (Parent-PAM), a modified version of the well-validated Patient Activation Measure (PAM). Using hierarchical linear regression and following the Belsky process model for determining parenting behaviors, a multivariate model was created for parental activation on behalf of their child that showed that the parent's age, rating of their own general health, self-activation, and duration of the child's illness were significantly related to Parent-PAM score. Our findings characterize a potentially distinct form of activation in a parent-child cohort preparing for a demanding clinical course.
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