ArticlePloS one2017
The role of Patient Health Engagement Model (PHE-model) in affecting patient activation and medication adherence: A structural equation model.
Article in PloS one, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 81 papers, 2 of them syntheses that pooled it.
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Who cites it
81 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Health engagement: a systematic review of tools modifiable for use with vulnerable pregnant women.BMJ open · 2023Pooled it
- Adult Suicidality and Therapeutic Engagement: A Systematic Review.Clinical psychology & psychotherapyPooled it
- Is the patient activation measure associated with adherence to colonoscopy after a positive fecal occult blood test result?Israel journal of health policy research · 2018Trial
- Autonomy-Supportive Healthcare, Medication Adherence, and Life Satisfaction in Adolescents with Epilepsy: A Cross-Sectional Association.Behavioral sciences (Basel, Switzerland) · 2026Article
- A Nurse-Led Intervention in General Practice to Manage People with Chronic Conditions: A Protocol for a Quasi-Experimental Study.Healthcare (Basel, Switzerland) · 2026Article
- The Mediation Role of Relatedness and Competence for Patient Activation: A Longitudinal Study of Older Adults with Chronic Illness.Healthcare (Basel, Switzerland) · 2026Article
- Implementation of a Web-Based Application (Wellhealth) for Osteoporosis Medication Management in Older Adults: Prospective Feasibility Study.JMIR formative research · 2026Article
- The effect of a medication safety reminder letter for high-risk patients under a universal health insurance scheme- A pilot study.Public health in practice (Oxford, England) · 2026Article
- Designing and Psychometric Properties of Self-Care Tool for Adults With Pre-Diabetes: Exploratory Sequential Mixed Method.Nursing open · 2026Article
- The relationships between patient activation, patient-physician relationship, and patient engagement and medication adherence: model research on the mediating role.BMC psychology · 2026Article
- Article
- Empowering safe medication practices: translation and validation of the Malay inpatient medication-safety involvement scale (M-IMSIS).BMC health services research · 2025Article
- Article
- Care at home for remdesivir treatment of COVID-19: a survey study of patient and physician experiences.BMC infectious diseases · 2025Article
- Patient health engagement as a moderator between perceived stress and treatment adherence among kidney failure patients undergoing hemodialysis: a cross-sectional analysis.Journal of behavioral medicine · 2025Article
- Nursing's Scientific Method.The American journal of nursing · 2025Article
- Segmenting Preventive Health Behavior: Gender Disparities and Psychosocial Predictors in a Culturally Diverse Italian Region.European journal of investigation in health, psychology and education · 2025Article
- Preventive Health Behavior and Readiness for Self-Management in a Multilingual Adult Population: A Representative Study from Northern Italy.Nursing reports (Pavia, Italy) · 2025Article
- Adherence to Anti-VEGF Treatment in Patients with Neovascular Age-Related Macular Degeneration: A Real-World Study.Ophthalmology and therapy · 2025Article
- 'I still can't forget those words': mixed methods study of the persisting impact on patients reporting psychosomatic and psychiatric misdiagnoses.Rheumatology (Oxford, England) · 2025Article
21 more citing papers are in PubMed but not listed here.
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Authors and funding
3 authors.
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Abstract
backgroundIncreasing bodies of scientific research today examines the factors and interventions affecting patients' ability to self-manage and adhere to treatment. Patient activation is considered the most reliable indicator of patients' ability to manage health autonomously. Only a few studies have tried to assess the role of psychosocial factors in promoting patient activation. A more systematic modeling of the psychosocial factors explaining the variance of patient activation is needed.
objectiveTo test the hypothesized effect of patient activation on medication adherence; to test the the hypothesized effects of positive emotions and of the quality of the patient/doctor relationship on patient activation; and to test the hypothesized mediating effect of Patient Health Engagement (PHE-model) in this pathway. MATERIAL AND
methodsThis cross-sectional study involved 352 Italian-speaking adult chronic patients. The survey included measures of i) patient activation (Patient Activation Measure 13 -short form); ii) Patient Health Engagement model (Patient Health Engagement Scale); iii) patient adherence (4 item-Morinsky Medication Adherence Scale); iv) the quality of the patients' emotional feelings (Manikin Self Assessment Scale); v) the quality of the patient/doctor relationship (Health Care Climate Questionnaire). Structural equation modeling was used to test the hypotheses proposed.
resultsAccording to the theoretical model we hypothesized, research results confirmed that patients' activation significantly affects their reported medication adherence. Moreover, psychosocial factors, such as the patients' quality of the emotional feelings and the quality of the patient/doctor relationship were demonstrated to be factors affecting the level of patient activation. Finally, the mediation effect of the Patient Health Engagement model was confirmed by the analysis.
conclusionsConsistently with the results of previous studies, these findings demonstrate that the Patient Health Engagement Model is a critical factor in enhancing the quality of care. The Patient Health Engagement Model might acts as a mechanism to increase patient activation and adherence.
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