| Literature DB >> 26862927 |
Willemijn L A Schäfer1, Wienke G W Boerma1, Peter Spreeuwenberg1, François G Schellevis1,2, Peter P Groenewegen1,3.
Abstract
OBJECTIVE: Evidence regarding the benefits of strong primary care has influenced health policy and practice. This study focuses on changes in the breadth of services provided by general practitioners (GPs) in Europe between 1993 and 2012 and offers possible explanations for these changes.Entities:
Keywords: General practice; health policy; health services research; primary care; the Netherlands
Mesh:
Year: 2016 PMID: 26862927 PMCID: PMC4911033 DOI: 10.3109/02813432.2015.1132887
Source DB: PubMed Journal: Scand J Prim Health Care ISSN: 0281-3432 Impact factor: 2.581
Box 1. Operationalization of independent variables.
| The |
| The |
Figure 1.a–d. Relative changes in GPs’ service profiles 1993–2014.
Results regression analyses between independent variables and the relative increase in breadth of service profiles (summary).
| First contact care | Treatment of diseases | Technical Procedures | Prevention | |
|---|---|---|---|---|
| Urgency to reform | ||||
| In-/decrease in life expectancy 1990–1995: | ||||
| Life expectancy: Stand. B ( | −0.366 (0.055) | 0.255 (0.191) | −0.234 (0.231) | −0.066 (0.737) |
| Life expectancy: Stand. B ( | −0.218 (0.135) | 0.145 (0.431) | −0.174 (0.393) | −0.082 (0.649) |
| Life expectancy: Stand. B ( | −0.139 (0.560) | 0.159 (0.538) | −0.323 (0.217) | −0.024 (0.927) |
| In-/decrease health care expenditure (% GDP): | ||||
| Health care expenditure: Stand. B ( | 0.115 (0.562) | 0.432 (0.022) | −0.014 (0.945) | 0.275 (0.156) |
| Health care expenditure: Stand. B ( | 0.315 (0.028) | 0.339 (0.057) | 0.060 (0.768) | 0.206 (0.256) |
| Health care expenditure: Stand. B ( | 0.364 (0.060) | 0.397 (0.056) | 0.021 (0.924) | 0.376 (0.081) |
| In-/decrease % populatio | ||||
| Increase in % populatio | 0.072 (0.714) | 0.017 (0.931) | −0.008 (0.969) | 0.078 (0.695) |
| Increase in % populatio | −0.131 (0.383) | −0.021 (0.908) | −0.121 (0.573) | 0.229 (0.219) |
| Increase in % populatio | −0.091 (0.639) | 0.118 (0.569) | −0.020 (0.925) | 0.057 (0.792) |
| Family orientation ( | ||||
| Family orientation: Stand. B ( | 0.314 (0.126) | −0.201 (0.335) | 0.077 (0.714) | −0.152 (0.469) |
| Family orientation: Stand. B ( | −0.347 (0.095) | −0.451 (0.019) | −0.270 (0.413) | −0.052 (0.788) |
| Family orientation: Stand. B ( | 0.137 (0.535) | −0.079 (0.738) | 0.071 (0.774) | −0.232 (0.340) |
| Politics | ||||
| Left-wing government ( | ||||
| Left-wing government: Stand. B ( | 0.015 (0.941) | 0.224 (0.269) | −0.079(0.661) | 0.023 (0.908) |
| Left-wing government: Stand. B ( | 0.138 (0.386) | 0.254 (0.208) | −0.050 (0.755) | 0.178 (0.346) |
| Left-wing government: Stand. B ( | 0.075 (0.682) | 0.191 (0.333) | −0.071 (0.733) | 0.034 (0.870) |
| Means | ||||
| Government effectiveness ( | ||||
| Government effectiveness: Stand. B ( | −0.560 (0.002) | −0.110 (0.577) | −0.099(0.615) | 0.081 (0.683) |
| Government effectiveness: Stand. B ( | −0.069 (0.760) | 0.227 (0.293) | 0.176 (0.533) | 0.075 (0.679) |
| Government effectiveness: Stand. B ( | −0.470 (0.034) | −0.434 (0.073) | −0.089 (0.735) | 0.213 (0.404) |
| Centralization health care system ( | ||||
| Centralization health care system: Stand. B ( | 0.284 (0.143) | −0.091 (0.644) | 0.280 (0.149) | 0.084 (0.669) |
| Centralization health care system: Stand. B ( | 0.211 (0.140) | −0.011 (0.953) | 0.249 (0.201) | 0.125 (0.489) |
| Centralization health care system: Stand. B ( | 0.121 (0.543) | 0.017 (0.936) | 0.302 (0.165) | 0.062 (0.781) |
| Professional status of GPs: | ||||
| Professional status: Stand. B ( | 0.211 (0.281) | 0.188 (0.337) | −0.009 (0.963) | 0.062 (0.752) |
| Professional status: Stand. B ( | 0.259 (0.066) | 0.251 (0.156) | −0.018 (0.927) | 0.031 (0.867) |
| Professional status: Stand. B ( | 0.142 (0.437) | 0.237 (0.226) | −0.003 (0.987) | 0.050 (0.805) |
*Significant at p < 0.10.
Measurement of first contact role and breadth of service profiles.
| First contact care: | ||||
| In case of the following health problems, to what extent will patients in your practice population (people who normally apply to you for primary medical care) contact you as the first health care provider? (This is only about the first contact, not about further diagnosis or treatment). | (Almost) | Usually | Occasionally | Seldom/always never |
| 1. Child with severe cough | □ | □ | □ | □ |
| 2. Child aged 8 with hearing problem | □ | □ | □ | □ |
| 3. Woman aged 18 asking for oral contraception | □ | □ | □ | □ |
| 4. Man aged 24 with stomach pain | □ | □ | □ | □ |
| 5. Man aged 45 with chest pain | □ | □ | □ | □ |
| 6. Woman aged 50 with a lump in her breast | □ | □ | □ | □ |
| 7. Woman aged 60 with deteriorating vision | □ | □ | □ | □ |
| 8. Woman aged 60 with polyuria | □ | □ | □ | □ |
| 9. Woman aged 60 with acute symptoms of paralysis/paresis | □ | □ | □ | □ |
| 10. Man aged 70 with joint pain | □ | □ | □ | □ |
| 11. Woman aged 75 with moderate memory problems | □ | □ | □ | □ |
| 12. Man aged 35 with sprained ankle | □ | □ | □ | □ |
| 13. Man aged 28 with a first convulsion | □ | □ | □ | □ |
| 14. Anxious man aged 45 | □ | □ | □ | □ |
| 15. Physically abused child aged 13 | □ | □ | □ | □ |
| 16. Couple with relationship problems | □ | □ | □ | □ |
| 17. Woman aged 50 with psycho-social problems | □ | □ | □ | □ |
| 18. Man aged 32 with sexual problems | □ | □ | □ | □ |
| 19. Man aged 52 with alcohol addiction problems | ||||
| Treatment of diseases: | ||||
| To what extent are you involved in the treatment and follow-up of patients in your practice population with the following diagnoses (“practice population” means: people who normally apply to you for primary medical care)? | (Almost) | Usually | Occasionally | Seldom/always never |
| 1. Chronic bronchitis/COPD | □ | □ | □ | □ |
| 2. Hordeolum (Stye) | □ | □ | □ | □ |
| 3. Peptic ulcer | □ | □ | □ | □ |
| 4. Herniated disc lesion | □ | □ | □ | □ |
| 5. Congestive heart failure | □ | □ | □ | □ |
| 6. Pneumonia | □ | □ | □ | □ |
| 7. Peritonsillar abscess | □ | □ | □ | □ |
| 8. Parkinson’s disease | □ | □ | □ | □ |
| 9. Uncomplicated diabetes (type II) | □ | □ | □ | □ |
| 10. Rheumatoid arthritis | □ | □ | □ | □ |
| 11. Depression | □ | □ | □ | □ |
| 12. Myocardial infarction | □ | □ | □ | □ |
| Technical procedures: To what extent are the following activities carried out in your practice population by you, or your staff, and not by a medical specialist? (Practice population means: people normally applying to you for primary medical care). For example, if fundoscopy is almost always done by you, tick that box. | Always/almost | Usually | Occasionally | Seldom/always never |
| 1. Wedge resection of ingrown toenail | □ | □ | □ | □ |
| 2. Removal of sebaceous cyst from the hairy scalp | □ | □ | □ | □ |
| 3. Wound suturing | □ | □ | □ | □ |
| 4. Excision of warts | □ | □ | □ | □ |
| 5. Insertion of IUD | □ | □ | □ | □ |
| 6. Fundoscopy | □ | □ | □ | □ |
| 7 Joint injection | □ | □ | □ | □ |
| 8. Strapping an ankle | □ | □ | □ | □ |
| 9. Cryotherapy (warts) | □ | □ | □ | □ |
| 10.Setting up an intravenous infusion | □ | □ | □ | □ |
| Prevention: | ||||
| When do you, or your staff, measure | □ In connection with relevant | |||
| When do you, or your staff, measure | □ On | |||
| To what extent are you involved in health education as regards the following topics: (More than one answer possible) | □ Routinely in office contacts with adults ( | |||
| (1) Smoking | □ In adults | |||
| (2) Diet | □ In connection with relevant | |||
| (3) Problematic use of alcohol | □ On | |||
| □ Routinely in office contacts with adults ( | ||||
| □ In adults | ||||
| □ No such measures | ||||
| Not involved In connection with In group sessions or normal patient contacts special programmes | ||||
| □ □ □ | ||||
| □ □ □ | ||||
Reliability of scales at GP practice and country level before adjustment for background characteristics.
| Scale | GP practice level | Country level |
|---|---|---|
| 1. 1993 First contact of care | 0.87 | 0.99 |
| 2. 1993 Treatment of diseases | 0.78 | 0.98 |
| 3. 1993 Technical procedures | 0.77 | 0.99 |
| 4. 1993 Prevention | 0.97 | 0.73 |
| 5. 2012 First contact of care | 0.86 | 0.98 |
| 6. 2012 Treatment of diseases | 0.86 | 0.98 |
| 7. 2012 Technical procedures | 0.75 | 1.00 |
| 8. 2012 Prevention | 0.61 | 0.97 |
Results of multilevel regression analyses after adjustment for background characteristics.
| Model: First contact care ni = 32 | Model: Treatment of diseases ni = 32 | Model: technical procedures ni = 32 | Model: Prevention ni = 32 | |
|---|---|---|---|---|
| Cons | 2.985 (0.069) | 2.973 (0.042) | 2.105 (0.107) | 0.245 (0.018) |
| Year (2012) | −0.089 (0.056) | −0.017 (0.050) | −0.054 (0.019) | |
| Age | −0.001 (0.000) | 0.000 (0.000) | ||
| Sex (Female) | −0.011 (0.009) | −0.003 (0.003) | ||
| Practice location: | −0.003 (0.005) | |||
| – Big (inner) city | −0.002 (0.004) | |||
| – Suburbs/small town | 0.011 (0.005) | |||
| – Mixed urban/rural | −0.003 (0.009) | −0.011 (0.009) | −0.003 (0.004) | |
| Duo/group practice | ||||
| Variance | ||||
| 1993 | 0.177 (0.003) | 0.139 (0.002) | 0.196 (0.003) | 0.044 (0.001) |
| 2012 | 0.176 (0.003) | 0.172 (0.003) | 0.173 (0.003) | 0.019 (0.000) |
| Variance | ||||
| 1993 | 0.215 (0.044) | 0.092 (0.020) | 0.684 (0.125) | 0.013 (0.003) |
| 2012 | 0.159 (0.033) | 0.115 (0.024) | 0.679 (0.124) | 0.014 (0.003) |
| ICC: | ||||
| 1993 | 54.8% | 39.7% | 77.7% | 23.3% |
| 2012 | 47.6% | 40.0% | 79.7% | 41.2% |
| Correlation coefficient of countries between years | 0.633 | 0.606 | 0.907 | 0.444 |
*Scales were constructed on the basis of the larger datasets including four extra European countries. However, in the main analyses four countries were taken out as these were only included in one of the two years.
**Reference category = rural practice location.
***Reference category = solo practice. Bold = significant at p < 0.05; ni = country; nj = general practitioners. Reference category for practice location is “Rural”; ICC = intraclass correlation.
| Country | In-/decrease in life expectancy ‘90 –‘95 | In-/decrease HC expenditure (% GDP) 199 –2012 | In-/decrease % population > 65 1993–2012 | Family orientation | Left-wing government | Government effectiveness | Centralization HC system | Professional status of GPs | Increase in GDP per capita 1993–2012 |
|---|---|---|---|---|---|---|---|---|---|
| Austria | 0.31 | 1.88 | 3.07 | 46.06 | 5.75 | 1.86 | 0 | 2.00 | 38.25 |
| Belgium | 0.21 | 3.18 | 1.96 | 37.95 | 8.25 | 1.81 | 0 | 2.75 | 28.54 |
| Bulgaria | –0.16 | 2.18 | 4.55 | 79.59 | 4.25 | –0.31 | 1 | 2.75 | 88.05 |
| Czech Republic | 0.47 | 0.97 | 3.15 | 65.04 | 6.25 | 0.62 | 0 | 2.50 | 65.01 |
| Denmark | 0.11 | 3.07 | 2.00 | 21.97 | 6.25 | 1.91 | 0 | 2.75 | 24.28 |
| Estonia | –0.55 | –0.38 | 5.08 | 59.52 | 5.00 | 0.57 | 1 | 3.00 | 135.85 |
| Finland | 0.42 | 1.30 | 4.42 | 31.12 | 7.00 | 1.42 | 0 | 3.00 | 55.21 |
| Germany | 0.33 | 1.17 | 5.85 | 53.78 | 9.00 | 1.84 | 0 | 2.50 | 29.42 |
| Greece | 0.17 | 0.68 | 4.81 | 86.26 | 11.75 | 0.82 | 0 | 2.50 | 21.80 |
| Hungary | 0.14 | 0.50 | 3.00 | 70.18 | 10.00 | 0.84 | 0 | 3.00 | 52.64 |
| Iceland | –0.01 | 0.86 | 1.53 | . | 3.50 | 1.80 | 1 | 2.00 | 40.68 |
| Ireland | 0.22 | 1.52 | 0.27 | 41.74 | 3.25 | 1.71 | 1 | 3.00 | 10.65 |
| Italy | 0.31 | 2.11 | 4.81 | 50.89 | 4.50 | 0.82 | 0 | 2.50 | 9.51 |
| Latvia | –0.84 | 0.22 | 5.64 | 70.55 | 5.25 | 0.19 | 1 | 2.50 | 169.32 |
| Lithuania | –0.61 | 1.28 | 3.93 | 74.17 | 8.50 | 0.32 | 1 | 3.00 | 140.43 |
| Luxembourg | 0.40 | 1.29 | 0.36 | 45.28 | 6.50 | 2.05 | 0 | 2.00 | 41.27 |
| Netherlands | 0.14 | 4.11 | 3.40 | 22.81 | 6.25 | 2.01 | 0 | 3.00 | 35.02 |
| Norway | 0.31 | 0.44 | –0.68 | . | 10.25 | 2.02 | 0 | 3.00 | 36.14 |
| Poland | 0.28 | 1.24 | 3.33 | 84.38 | 7.00 | 0.78 | 0 | 3.00 | 128.22 |
| Portugal | 0.36 | 1.93 | 4.04 | 57.96 | 7.75 | 1.15 | 0 | 3.00 | 25.37 |
| Romania | –0.08 | 1.89 | 3.52 | 78.62 | 9.50 | –0.51 | 0 | 3.00 | 77.39 |
| Slovakia | 0.37 | 1.74 | 2.02 | 74.91 | 5.75 | 0.57 | 0 | 2.50 | 119.33 |
| Slovenia | 0.21 | 1.30 | 5.43 | 45.21 | 9.50 | 0.89 | 1 | 3.00 | 66.34 |
| Spain | 0.30 | 2.17 | 2.81 | 57.80 | 10.00 | 1.62 | 0 | 2.00 | 32.18 |
| Sweden | 0.31 | 1.65 | 1.28 | 14.82 | 12.00 | 1.96 | 0 | 3.00 | 52.25 |
| Switzerland | 0.30 | 1.96 | 2.82 | . | 4.50 | 1.91 | 0 | 3.00 | 19.40 |
| Turkey | 0.83 | 2.93 | 2.42 | 81.92 | . | –0.01 | 0 | 2.50 | 56.25 |
| UK | 0.25 | 2.68 | 1.34 | 44.58 | 13.00 | 1.88 | 1 | 2.50 | 41.64 |
*% Pop. prefers offspring to take care of one or both parents in case of ill health (2007).
**Weighted years left party dominance between 1995 and 2012.
***Mean of the scores between 1996 and 2011.
****1 = centralized, 0 = decentralized.
*****Measured on a scale between 1 and 3 (2009/10). = Missing value.
| First contact care GP | Treatment of diseases | Technical procedures | Prevention | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1993 | 2012 | Relative change | 1993 | 2012 | Relative change | 1993 | 2012 | Relative change | 1993 | 2012 | Relative change (%) | |
| Austria | 3.05 | 2.79 | −8.6% | 3.08 | 3.33 | 8.0% | 2.14 | 2.08 | −2.7% | 0.33 | 0.3 | −7.8% |
| Belgium | 3.1 | 3.01 | −2.9% | 2.97 | 3.33 | 12.2% | 2.57 | 2.35 | −8.4% | 0.22 | 0.17 | −23.5% |
| Bulgaria | 2.31 | 2.98 | 29.0% | 2.76 | 3.17 | 14.7% | 1.31 | 1.86 | 41.5% | 0.28 | 0.21 | −25.4% |
| Czech Rep. | 2.99 | 2.45 | −18.0% | 2.83 | 2.71 | −4.3% | 1.62 | 1.49 | −8.3% | 0.19 | 0.23 | 18.2% |
| Denmark | 3.5 | 3.39 | −3.2% | 3.11 | 3.54 | 13.8% | 2.73 | 2.57 | −6.1% | 0.15 | 0.07 | −53.6% |
| Estonia | 2.58 | 2.75 | 6.6% | 3.09 | 3.24 | 4.9% | 1.35 | 1.68 | 24.5% | 0.26 | 0.28 | 5.2% |
| Finland | 3.06 | 2.73 | −11.0% | 2.82 | 3.28 | 16.5% | 3.47 | 3.34 | −3.7% | 0.22 | 0.08 | −65.5% |
| Germany | 3.05 | 2.82 | −7.6% | 3.19 | 3.46 | 8.4% | 2.29 | 1.82 | −20.5% | 0.46 | 0.36 | −22.8% |
| Greece | 2.79 | 2.64 | −5.5% | 2.92 | 3 | 2.7% | 2.13 | 2.36 | 10.7% | 0.23 | 0.35 | 49.6% |
| Hungary | 3.22 | 2.7 | −16.1% | 3.04 | 3.34 | 10.1% | 1.45 | 1.41 | −2.9% | 0.31 | 0.15 | −52.2% |
| Iceland | 3.11 | 2.73 | −12.3% | 2.96 | 3 | 1.2% | 3.11 | 2.91 | −6.5% | 0.22 | 0.1 | −56.7% |
| Ireland | 3.41 | 3.25 | −4.7% | 3.2 | 3.59 | 12.3% | 2.40 | 2.65 | 10.0% | 0.21 | 0.2 | −6.3% |
| Italy | 3.22 | 2.88 | −10.5% | 3.06 | 3.36 | 9.8% | 1.48 | 1.44 | −2.8% | 0.25 | 0.07 | −73.6% |
| Latvia | 2.54 | 2.66 | 4.8% | 3 | 3.24 | 7.9% | 1.71 | 1.54 | −9.5% | 0.18 | 0.16 | −14.1% |
| Lithuania | 2.68 | 3.16 | 17.8% | 3.11 | 2.97 | −4.4% | 1.33 | 1.45 | 8.5% | 0.25 | 0.31 | 20.0% |
| Luxembourg | 2.8 | 2.68 | −4.4% | 2.92 | 3.1 | 6.2% | 2.19 | 2.07 | −5.7% | 0.18 | 0.15 | −13.3% |
| Netherlands | 3.60 | 3.35 | −7.0% | 2.86 | 3.34 | 16.9% | 2.94 | 3.25 | 10.6% | 0.05 | 0.14 | 199.7% |
| Norway | 3.27 | 3.22 | −1.5% | 3.18 | 3.52 | 10.6% | 2.89 | 3.11 | 7.7% | 0.19 | 0.11 | −41.6% |
| Poland | 2.85 | 2.65 | −7.0% | 3.11 | 3.21 | 3.3% | 1.46 | 1.37 | −6.1% | 0.26 | 0.07 | −71.6% |
| Portugal | 3.22 | 3.05 | −5.4% | 3.14 | 3.3 | 5.1% | 1.75 | 1.79 | 2.0% | 0.45 | 0.16 | −64.3% |
| Romania | 2.45 | 2.88 | 17.3% | 2.62 | 3.32 | 26.7% | 1.92 | 1.49 | −22.1% | 0.34 | 0.12 | −63.9% |
| Slovakia | 2.59 | 2.61 | 0.7% | 2.68 | 2.61 | −2.7% | 1.48 | 1.39 | −6.2% | 0.15 | 0.25 | 62.0% |
| Slovenia | 3.24 | 3.01 | −7.3% | 2.92 | 3.65 | 25.2% | 1.98 | 1.77 | −10.4% | 0.25 | 0.36 | 45.4% |
| Spain | 3.32 | 3.18 | −4.3% | 3.03 | 3.52 | 16.2% | 1.72 | 2.28 | 32.9% | 0.35 | 0.23 | −35.5% |
| Sweden | 3.04 | 3.4 | 11.6% | 3.11 | 3.56 | 14.3% | 2.89 | 3.00 | 4.0% | 0.14 | 0.13 | −10.5% |
| Switzerland | 3.02 | 2.9 | −4.2% | 3.16 | 3.43 | 8.4% | 2.9 | 2.54 | −12.2% | 0.27 | 0.23 | −15.8% |
| Turkey | 2.07 | 2.45 | 18.4% | 2.11 | 2.78 | 32.0% | 1.88 | 1.79 | −4.3% | 0.1 | 0.09 | −12.1% |
| UK/England | 3.5 | 3.27 | −6.4% | 3.25 | 3.57 | 10.1% | 2.79 | 2.62 | −5.9% | 0.43 | 0.4 | −6.1% |
*Breadth of services is measured at a scale from 1 to 4. Germany: the 1993 sample included only West Germany while the 2012 sample includes a sample from the whole of Germany. UK/England: the 2012 sample included practices from the UK and the 1993 sample only from England
| First contact care | Treatment of diseases | Technical Procedures | Prevention | |
|---|---|---|---|---|
| Urgency of reform | ||||
| In-/decrease in life expectancy 1990–1995: | ||||
| Life expectancy: Stand. B ( | −0.366 (0.055) | 0.255 (0.191) | −0.234 (0.231) | −0.066 (0.737) |
| R2 | 0.134 | 0.065 | 0.055 | 0.004 |
| Life expectancy: Stand. B ( | −0.218 (0.135) | 0.145 (0.431) | −0.174 (0.393) | −0.082 (0.649) |
| Breadth service profiles 1993: Stand. B ( | −0.645 (0.000) | −0.424 (0.028) | −0.201 (0.323) | −0.451 (0.018) |
| R2 | 0.528 | 0.233 | 0.092 | 0.208 |
| Life expectancy: Stand. B ( | −0.139 (0.560) | 0.159 (0.538) | −0.323 (0.217) | −0.024 (0.927) |
| Increase in GDP: Stand. B ( | 0.347 (0.154) | −0.146 (0.569) | −0.138 (0.595) | 0.064 (0.890) |
| R2 | 0.203 | 0.077 | 0.066 | 0.007 |
| In-/Decrease health care expenditure (% GDP): | ||||
| Health care expenditure: Stand. B ( | 0.115 (0.562) | 0.432 (0.022) | −0.014 (0.945) | 0.275 (0.156) |
| R2 | 0.013 | 0.187 | 0.000 | 0.076 |
| Health care expenditure: Stand. B ( | 0.315 (0.028) | 0.339 (0.057) | 0.060 (0.768) | 0.206 (0.256) |
| Breadth service profiles 1993: Stand. B ( | −0.776 (0.000) | −0.378 (0.035) | −0.269 (0.192) | −0.413 (0.028) |
| R2 | 0.575 | 0.321 | 0.067 | 0.242 |
| Health care expenditure: Stand. B ( | 0.364 (0.060) | 0.397 (0.056) | 0.021 (0.924) | 0.376 (0.081) |
| Increase in GDP: Stand. B ( | 0.591 (0.004) | −0.083 (0.679) | 0.083 (0.710) | 0.239 (0.259) |
| R2 | 0.301 | 0.192 | 0.006 | 0.123 |
| % populatio | ||||
| Increase in % populatio | 0.072 (0.714) | 0.017 (0.931) | −0.008 (0.969) | 0.078 (0.695) |
| R2 | 0.005 | 0.000 | 0.000 | 0.006 |
| Increase in % populatio | −0.131 (0.383) | −0.021 (0.908) | −0.121 (0.573) | 0.229 (0.219) |
| Breadth service profiles 1993: Stand. B ( | −0.731 (0.000) | −0.463 (0.015) | −0.304 (0.164) | −0.515 (0.009) |
| R2 | 0.499 | 0.213 | 0.076 | 0.249 |
| Increase in % populatio | −0.091 (0.639) | 0.118 (0.569) | −0.020 (0.925) | 0.057 (0.792) |
| Increase in GDP: Stand. B ( | 0.470 (0.021) | −0.291 (0.168) | 0.081 (0.706) | 0.061 (0.778) |
| R2 | 0.135 | 0.075 | 0.006 | 0.009 |
| Family orientation ( | ||||
| Family orientation: Stand. B ( | 0.314 (0.126) | −0.201 (0.335) | 0.077 (0.714) | −0.152 (0.469) |
| R2 | 0.099 | 0.040 | 0.006 | 0.023 |
| −0.347 (0.095) | −0.451 (0.019) | −0.270 (0.413) | −0.052 (0.788) | |
| Family orientation: Stand. B ( | ||||
| Breadth service profiles 1993: Stand. B ( | −0.946 (0.000) | −0.653 (0.001) | −0.447 (0.181) | −0.470 (0.022) |
| R2 | 0.556 | 0.404 | 0.085 | 0.234 |
| Family orientation: Stand. B ( | 0.137 (0.535) | −0.079 (0.738) | 0.071 (0.774) | −0.232 (0.340) |
| Increase in GDP: Stand. B ( | 0.365 (0.109) | −0.252 (0.291) | 0.013 (0.958) | 0.166 (0.493) |
| R2 | 0.200 | 0.089 | 0.006 | 0.044 |
| Politics | ||||
| Left-wing government ( | ||||
| Left-wing government: Stand. B ( | 0.015 (0.941) | 0.224 (0.269) | −0.079 (0.661) | 0.023 (0.908) |
| R2 | 0.000 | 0.050 | 0.006 | 0.001 |
| Left-wing government: Stand. B ( | 0.138 (0.386) | 0.254 (0.208) | −0.050 (0.803) | 0.178 (0.346) |
| Breadth service profiles 1993 | −0.667 (0.000) | −0.208 (0.300) | −0.254 (0.212) | −0.521 (0.010) |
| R2 | 0.431 | 0.092 | 0.070 | 0.249 |
| Left-wing government: Stand. B ( | 0.075 (0.682) | 0.191 (0.333) | −0.071 (0.733) | 0.034 (0.870) |
| Increase in GDP: Stand. B ( | 0.481 (0.014) | −0.258 (0.195) | 0.065 (0.755) | 0.084 (0.684) |
| R2 | 0.228 | 0.116 | 0.010 | 0.008 |
| Means | ||||
| Government effectiveness ( | ||||
| Government effectiveness: Stand. B ( | −0.560 (0.002) | −0.110 (0.577) | −0.099 (0.615) | 0.081 (0.683) |
| R2 | 0.314 | 0.012 | 0.010 | 0.007 |
| Government effectiveness: Stand. B ( | −0.069 (0.760) | 0.227 (0.293) | 0.176 (0.533) | 0.075 (0.679) |
| Breadth service profiles 1993 | −0.642 (0.008) | −0.591 (0.010) | −0.380 (0.184) | −0.447 (0.019) |
| R2 | 0.485 | 0.248 | 0.079 | 0.206 |
| Government effectiveness: Stand. B ( | −0.470 (0.034) | −0.434 (0.073) | −0.089 (0.735) | 0.213 (0.404) |
| Increase in GDP: Stand. B ( | 0.145 (0.494) | −0.521 (0.034) | −0.020 (0.938) | 0.213 (0.404) |
| R2 | 0.327 | 0.178 | 0.010 | 0.034 |
| Centralization health care system ( | ||||
| Centralization health care system: Stand. B ( | 0.284 (0.143) | −0.091 (0.644) | 0.280 (0.149) | 0.084 (0.669) |
| R2 | 0.081 | 0.008 | 0.078 | 0.007 |
| Centralization health care system: Stand. B ( | 0.211 (0.140) | −0.011 (0.953) | 0.249 (0.201) | 0.125 (0.489) |
| Breadth service profiles 1993 | −0.672 (0.000) | −0.460 (0.017) | −0.217 (0.261) | −0.459 (0.016) |
| R2 | 0.527 | 0.213 | 0.125 | 0.216 |
| Centralization health care system: Stand. B ( | 0.121 (0.543) | 0.017 (0.936) | 0.302 (0.165) | 0.062 (0.781) |
| Increase in GDP: Stand. B ( | 0.387 (0.060) | −0.258 (0.239) | −0.053 (0.803) | 0.054 (0.807) |
| R2 | 0.204 | 0.063 | 0.081 | 0.010 |
| Professional status of GPs: | ||||
| Professional status: Stand. B ( | 0.211 (0.281) | 0.188 (0.337) | −0.009 (0.963) | 0.062 (0.752) |
| R2 | 0.045 | 0.035 | 0.000 | 0.004 |
| Professional status: Stand. B ( | 0.259 (0.066) | 0.251 (0.156) | −0.018 (0.927) | 0.031 (0.865) |
| Breadth service profiles 1993 | −0.712 (0.000) | −0.493 (0.008) | −0.253 (0.202) | −0.446 (0.020) |
| R2 | 0.550 | 0.117 | 0.064 | 0.202 |
| Professional status: Stand. B ( | 0.142 (0.437) | 0.237 (0.226) | −0.003 (0.987) | 0.050 (0.805) |
| Increase in GDP: Stand. B ( | 0.414 (0.030) | −0.290 (0.141) | 0.074 (0.716) | 0.072 (0.725) |
| R2 | 0.212 | 0.117 | 0.006 | 0.009 |
*Significant at p < 0.1.