Submitted:
29 August 2025
Posted:
02 September 2025
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Study Design and Setting
2.2. Participants
2.3. Variables and Measures
2.4. Handling of Missing Data
2.5. Statistical Analysis
2.6. Ethical Considerations
3. Results
3.1. Sample and Missing Data
3.2. Employee Characteristics and Core Outcomes
3.3. Employee-Level Associations
3.4. Work Organisation and Institutional Context
3.4.1. Travel Logistics and Physical Demands (Employee Level)
3.4.2. Organisational Practices (Institution Level)
- Area × reporting annual performance: χ²(2, N = 60) = 8.024, p = 0.018; V ≈ 0.37 (medium).
- Area × measuring patient satisfaction: χ²(2, N = 60) = 14.967, p = 0.001; V ≈ 0.50 (medium–large).
- Managers present (yes/no) × measuring patient satisfaction: χ²(1, N = 60) = 7.837, p = 0.005; V ≈ 0.36 (medium).
3.5. Secondary Multivariable and Multilevel Results (Micro-Data)
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| AHRQ | Agency for Healthcare Research and Quality |
| CAHPS | Consumer Assessment of Healthcare Providers and Systems |
| CI | Confidence Interval |
| CMS | Centers for Medicare & Medicaid Services |
| COVID-19 | Coronavirus Disease 2019 |
| CQI | Continuous Quality Improvement |
| EFA | Exploratory Factor Analysis |
| EHR | Electronic Health Record |
| GP | General Practitioner |
| HCBS | Home- and Community-Based Services |
| HHCAHPS | Home Health Care Consumer Assessment of Healthcare Providers and Systems |
| ICOPE | Integrated Care for Older People |
| IQR | Interquartile Range |
| NIOSH | National Institute for Occupational Safety and Health |
| OECD | Organisation for Economic Co-operation and Development |
| R | R statistical computing environment |
| SD | Standard Deviation |
| SE | Standard Error |
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| Characteristic | Category | n | % |
|---|---|---|---|
| Ownership | Public | 9 | 15 |
| Private | 51 | 85 | |
| Referral sources† | Family physician / GP | 60 | 100 |
| Patient or family | 60 | 100 | |
| Hospital | 35 | 58 | |
| Social services | 1 | 1.7 |
| Variable | Category | n | % |
|---|---|---|---|
| Sex | Female | 448 | 87 |
| Male | 69 | 13 | |
| Overall job satisfaction | Very dissatisfied | 2 | 0.4 |
| Dissatisfied | 15 | 2.9 | |
| Satisfied | 352 | 68 | |
| Very satisfied | 141 | 27 | |
| No answer | 7 | 1.4 | |
| Turnover intention (next year, 1–7) | Agree (5–7) | 26 | 4.9 |
| Neutral (4) | 81 | 16 | |
| Disagree (1–3) | 410 | 79 | |
| Overtime frequency | Never/almost never | 232 | 45 |
| Rarely | 148 | 29 | |
| Sometimes | 101 | 20 | |
| Often | 34 | 6.6 | |
| Always | 2 | 0.4 | |
| Stress in last 4 weeks | Some of the time | 210 | 41 |
| Most of the time | 38 | 7.4 | |
| All of the time | 15 | 2.9 |
| Variable | n | Mean | SD | Min–Max | 95% CI for mean |
|---|---|---|---|---|---|
| Years with current employer | 517 | 10.2 | 7.5 | 0–44 | 9.50–10.80 |
| Years of home-care experience | 517 | 10.4 | 7.5 | 0–38 | 9.73–11.01 |
| Variables (pairwise) | Spearman ρ | p-value | Magnitude‡ |
|---|---|---|---|
| Satisfaction × Turnover intention | −0.513 | <0.001 | moderate–large (inverse) |
| Satisfaction × Recommend job to a friend | 0.265 | <0.001 | small–moderate |
| Turnover intention × Recommend job | −0.210 | <0.001 | small (inverse) |
| Association (test) | Statistic | N | p-value | Effect size |
|---|---|---|---|---|
| Travel time (≤15 vs >15 min) × lifting heavy loads (0–3) (χ²) | χ²(3)=11.259 | 517 | <0.05 | Cramér’s V ≈ 0.15 (small) |
| Area of operation × reporting annual performance (χ²) | χ²(2)=8.024 | 60 | 0.018 | V ≈ 0.37 (medium) |
| Area of operation × measuring patient satisfaction (χ²) | χ²(2)=14.967 | 60 | 0.001 | V ≈ 0.50 (medium–large) |
| Managers present × measuring patient satisfaction (χ²) | χ²(1)=7.837 | 60 | 0.005 | V ≈ 0.36 (medium) |
| Patients / staff / nurses by area (Kruskal–Wallis) | H=2.807 / 3.204 / 2.146 (df=2) | 60 | 0.246 / 0.201 / 0.342 | η²_H ≈ 0.01–0.02 (negligible) |
| Outcome | Model (N) | Key predictors (direction) | Effect size (95% CI) | Model performance |
|---|---|---|---|---|
| Job satisfaction (0–100) | Linear OLS (515) | Autonomy (+); Stress/burnout (−); Workload (ns); Overtime (ns); covariates (ns) | β (autonomy) = +0.13 (0.04–0.22), β (stress/burnout) = −0.23 (−0.32 to −0.14) | Adjusted R² = 0.070 |
| Turnover intention (binary; 7-point item, “yes” = ≥5) | Logistic GLM, robust (515) | Job satisfaction (−); Age (−); Workload/stress/autonomy/overtime (ns) | OR per +10 satisfaction = 0.41 (0.29–0.56); OR per higher age category = 0.62 (0.42–0.91) | AUC = 0.851 |
| Job satisfaction (0–100) | Multilevel random-intercept by institution (483; 41 groups) | As in OLS | Fixed-effect directions as above; ICC ≈ 0.009 | Stable estimates; negligible between-institution variance |
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