Assessment of the Health Care System in Poland and Other OECD Countries Using the Hellwig Method
Abstract
:1. Introduction
2. Methods
- Normalization of variables:
- 2.
- Pattern coordinates:
- 3.
- Object distances from the pattern:
- 4.
- Aggregate variable values:
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Appendix A
Country | X1 | X2 | X3 | X4 | X5 | X6 | X7 | X8 | X9 | X10 |
---|---|---|---|---|---|---|---|---|---|---|
Australia | 0.28 | 0.78 | 0.55 | 2.45 | 0.24 | 0.12 | 1.37 | −0.27 | 0.47 | 0.72 |
Austria | 1.86 | 0.34 | 0.17 | −0.16 | 0.69 | 0.66 | 1.06 | 1.06 | 0.44 | 0.90 |
Belgium | −0.43 | 0.51 | 0.90 | −0.51 | 0.79 | 0.60 | 0.70 | 0.44 | 0.10 | 1.26 |
Canada | −0.88 | 0.24 | −1.14 | 0.31 | 0.87 | 0.35 | 1.52 | −0.77 | 0.47 | 0.41 |
Chile | −0.99 | −1.48 | −0.83 | −0.51 | 0.21 | −1.05 | −0.19 | −0.97 | −0.65 | −1.93 |
Colombia | −1.40 | −1.83 | −0.13 | −1.40 | −0.51 | −1.28 | −1.70 | −1.09 | −0.91 | −1.45 |
Czech Republic | 0.53 | −0.10 | 0.60 | −0.60 | −0.45 | −0.22 | −0.88 | 0.83 | 0.47 | 0.23 |
Denmark | 0.66 | 0.27 | 2.02 | 0.01 | 0.48 | 0.82 | −0.16 | −0.73 | 0.47 | 1.08 |
Estonia | −0.11 | −0.66 | −0.57 | −0.59 | −0.93 | −0.77 | −0.83 | 0.01 | −0.83 | −0.61 |
Finland | −0.38 | 1.28 | −0.26 | 1.42 | 0.13 | 0.22 | 0.07 | −0.42 | 0.47 | 0.84 |
France | −0.42 | 0.51 | −0.75 | −0.16 | 0.99 | 0.73 | −0.30 | 0.51 | 0.44 | −0.01 |
Germany | 0.87 | 1.20 | −0.17 | 0.37 | 1.24 | 1.38 | 0.06 | 1.33 | 0.47 | 0.84 |
Greece | 2.75 | −1.35 | −0.13 | 0.85 | −0.45 | −1.05 | −0.12 | −0.11 | 0.47 | −1.99 |
Hungary | −0.08 | −0.57 | 0.53 | 0.21 | −1.10 | −0.99 | −0.72 | 0.94 | −1.09 | −0.55 |
Iceland | 0.34 | 1.54 | −0.37 | 0.58 | −0.13 | 0.35 | −0.50 | −0.66 | 0.47 | 0.59 |
Ireland | −0.26 | 0.94 | 2.38 | −0.59 | −0.96 | 0.37 | 0.76 | −0.62 | 0.47 | −0.31 |
Israel | −0.30 | −0.96 | −1.22 | −0.68 | −0.61 | −0.76 | −0.05 | −0.58 | 0.47 | 0.05 |
Italy | 0.51 | −0.68 | 0.90 | −0.99 | −0.08 | −0.28 | −0.07 | −0.50 | 0.47 | −0.61 |
Japan | −1.15 | 0.67 | −1.23 | 0.30 | 0.95 | 0.45 | −0.55 | 3.25 | 0.47 | 0.11 |
Korea | −1.18 | −0.25 | −1.18 | 2.12 | −0.31 | −0.64 | 0.85 | 3.09 | 0.47 | −0.01 |
Latvia | −0.32 | −1.11 | 2.11 | −0.67 | −1.00 | −1.12 | −0.44 | 0.36 | 0.47 | −4.28 |
Lithuania | 1.06 | −0.30 | 1.48 | −0.85 | −0.81 | −0.80 | −0.16 | 0.75 | 0.13 | −1.21 |
Luxembourg | −0.63 | 0.66 | −2.69 | −1.28 | −1.53 | 0.84 | −0.58 | −0.07 | 0.47 | 0.84 |
Mexico | −1.20 | −1.48 | −0.19 | −1.10 | −1.50 | −1.54 | −0.99 | −1.36 | −4.58 | −1.39 |
Netherlands | 0.16 | 0.41 | 0.40 | 0.54 | 0.57 | 0.93 | 0.04 | −0.54 | 0.44 | 1.26 |
New Zealand | −0.20 | 0.31 | −0.67 | −0.17 | 0.09 | 0.11 | −0.30 | −0.77 | 0.47 | 0.35 |
Norway | 1.49 | 2.15 | −0.38 | 1.34 | 0.73 | 1.54 | −0.06 | −0.38 | 0.47 | 1.32 |
Poland | −1.26 | −0.94 | −0.54 | −0.78 | −1.05 | −0.90 | −0.82 | 0.67 | −1.25 | −2.71 |
Portugal | 1.86 | −0.46 | 0.55 | −0.68 | 0.29 | −0.66 | 0.79 | −0.38 | 0.47 | −0.25 |
Slovak Republic | 0.00 | −0.78 | 0.82 | −0.86 | −0.83 | −0.84 | −1.32 | 0.51 | −0.94 | −0.79 |
Slovenia | −0.33 | 0.31 | 0.13 | 1.28 | −0.15 | −0.45 | −0.20 | −0.03 | 0.47 | 0.84 |
Spain | 0.88 | −0.75 | 0.16 | −0.86 | 0.12 | −0.37 | 0.19 | −0.58 | 0.47 | −0.07 |
Sweden | 0.80 | 0.45 | 0.06 | −0.05 | 0.90 | 0.91 | −0.35 | −0.93 | 0.47 | 0.66 |
Switzerland | 0.83 | 2.17 | −0.27 | 2.42 | 1.06 | 0.94 | 3.40 | 0.05 | 0.47 | 1.20 |
Turkey | −1.72 | −1.59 | −0.01 | −0.98 | −1.98 | −1.29 | −1.71 | −0.62 | 0.15 | −0.55 |
United Kingdom | −0.66 | −0.19 | −0.02 | −0.52 | 0.57 | 0.21 | −0.03 | −0.77 | 0.47 | 0.23 |
United States | −0.99 | 0.73 | −1.03 | 0.80 | 3.46 | 3.46 | 2.23 | −0.66 | −2.19 | 0.72 |
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Country | Government Expenditure on Health Care per Capita (USD PPP) | Out-of-Pocket Expenditure on Health Care per Capita (USD PPP) |
---|---|---|
Mexico | 558.64 | 574.33 |
Turkey | 987.18 | 279.76 |
Columbia | 989.43 | 286.78 |
Latvia | 1275.18 | 798.82 |
Grecee | 1385.76 | 930.01 |
Chile | 1388.67 | 902.80 |
Hungady | 1482.51 | 687.26 |
Poland | 1643.20 | 646.11 |
Slovakia | 1746.72 | 442.33 |
Lithuania | 1810.38 | 916.19 |
Estonia | 1867.59 | 639.48 |
Israel | 1880.82 | 962.09 |
Portugal | 2041.14 | 1306.29 |
Korea | 2077.16 | 1329.09 |
Slovenia | 2404.42 | 899.05 |
Spain | 2542.50 | 1057.78 |
Italy | 2700.57 | 952.83 |
Czech Republic | 2795.55 | 621.94 |
New Zeland | 3355.18 | 856.67 |
Australia | 3378.81 | 1540.43 |
United Kingdom | 3533.21 | 966.93 |
Finland | 3550.34 | 1011.13 |
Iceland | 3763.78 | 776.98 |
Canada | 3768.30 | 1602.14 |
Irleand | 3790.96 | 1292.25 |
Japan | 3936.64 | 754.82 |
Belgium | 4192.44 | 1265.96 |
Austria | 4292.13 | 1412.97 |
France | 4414.98 | 859.28 |
Denmark | 4562.25 | 915.32 |
Luxemburg | 4600.02 | 742.36 |
Sweden | 4712.74 | 839.19 |
Netherlands | 4742.98 | 996.22 |
Switzerland | 4765.67 | 2372.39 |
Germany | 5514.43 | 1003.57 |
Norway | 5788.24 | 956.38 |
United States | 9053.84 | 1894.63 |
Country | Doctors/1000 Inhabitants | Nurses/1000 Inhabitants | Number of Medical School Graduates (Doctors) per 100,000 Inhabitants | Nursing Graduates per 100,000 Inhabitants |
---|---|---|---|---|
Turkey | 2.0 | 2.40 | 13.1 | 18.7 |
Colombia | 2.3 | 1.39 | 12.5 | 7.7 |
Mexico | 2.4 | 2.85 | 12.3 | 15.5 |
Poland | 2.4 | 5.10 | 10.6 | 23.9 |
Korea | 2.5 | 7.94 | 7.4 | 100.2 |
Japan | 2.5 | 11.76 | 7.1 | 52.3 |
Chile | 2.6 | 2.87 | 9.1 | 31.1 |
United States | 2.6 | 11.98 | 8.1 | 65.6 |
Canada | 2.7 | 9.98 | 7.6 | 52.7 |
United Kingdom | 3.0 | 8.20 | 13.1 | 30.9 |
Luxembourg | 3.0 | 11.72 | 0.00 | 10.7 |
Belgium | 3.2 | 11.07 | 17.6 | 31.1 |
France | 3.2 | 11.07 | 9.5 | 40.4 |
Finland | 3.2 | 14.26 | 11.9 | 81.8 |
Latvia | 3.3 | 4.39 | 23.5 | 26.9 |
Israel | 3.3 | 5.01 | 7.2 | 26.6 |
Slovenia | 3.3 | 10.28 | 13.8 | 78.1 |
Ireland | 3.3 | 12.88 | 24.8 | 28.9 |
New Zealand | 3.4 | 10.24 | 9.9 | 39.9 |
Estonia | 3.5 | 6.24 | 10.4 | 28.9 |
Hungary | 3.5 | 6.62 | 15.8 | 50.0 |
Slovak Republic | 3.6 | 5.74 | 17.2 | 21.7 |
Netherlands | 3.7 | 10.69 | 15.1 | 58.6 |
Australia | 3.8 | 12.22 | 15.9 | 108.9 |
Iceland | 3.9 | 15.36 | 11.4 | 59.6 |
Italy | 4.1 | 6.16 | 17.6 | 18.4 |
Czech Republic | 4.1 | 8.56 | 16.1 | 28.7 |
Denmark | 4.2 | 10.10 | 23.0 | 44.7 |
Sweden | 4.3 | 10.85 | 13.5 | 43.2 |
Spain | 4.4 | 5.89 | 14.0 | 21.8 |
Germany | 4.4 | 13.95 | 12.3 | 54.3 |
Switzerland | 4.4 | 17.96 | 11.9 | 108.2 |
Lithuania | 4.6 | 7.74 | 20.4 | 22.0 |
Norway | 5.0 | 17.88 | 11.3 | 79.8 |
Portugal | 5.3 | 7.08 | 15.8 | 26.6 |
Austria | 5.3 | 10.37 | 14.0 | 40.4 |
Greece | 6.2 | 3.38 | 12.5 | 66.9 |
Country | % of the Population Covered by Primary Health Care | % of the Population Satisfied with the Availability and Quality of Healthcare |
---|---|---|
Mexico | 80.6 | 48 |
United States | 89.8 | 83 |
Poland | 93.4 | 26 |
Hungary | 94 | 62 |
Slovak Republic | 94.6 | 58 |
Colombia | 94.7 | 47 |
Estonia | 95 | 61 |
Chile | 95.7 | 39 |
Belgium | 98.6 | 92 |
Lithuania | 98.7 | 51 |
Turkey | 98.8 | 62 |
Austria | 99.9 | 86 |
France | 99.9 | 71 |
Netherlands | 99.9 | 92 |
Australia | 100 | 83 |
Canada | 100 | 78 |
Czech Republic | 100 | 75 |
Denmark | 100 | 89 |
Finland | 100 | 85 |
Germany | 100 | 85 |
Greece | 100 | 38 |
Iceland | 100 | 81 |
Ireland | 100 | 66 |
Israel | 100 | 72 |
Italy | 100 | 61 |
Japan | 100 | 73 |
Korea | 100 | 71 |
Latvia | 100 | no data |
Luxembourg | 100 | 85 |
New Zealand | 100 | 77 |
Norway | 100 | 93 |
Portugal | 100 | 67 |
Slovenia | 100 | 85 |
Spain | 100 | 70 |
Sweden | 100 | 82 |
Switzerland | 100 | 91 |
United Kingdom | 100 | 75 |
Pattern Coordinates values | X1 | X2 | X3 | X4 | X5 | X6 | X7 | X8 | X9 | X10 |
2.75 | 2.17 | 2.38 | 2.45 | 3.46 | 3.46 | −1.71 | 3.25 | 0.47 | 1.32 |
Country | di0 | SMRi |
---|---|---|
Australia | 19.45 | 0.41 |
Austria | 18.52 | 0.44 |
Belgium | 20.47 | 0.38 |
Canada | 25.08 | 0.24 |
Chile | 31.42 | 0.05 |
Colombia | 31.73 | 0.04 |
Czech Republic | 21.26 | 0.36 |
Denmark | 18.20 | 0.46 |
Estonia | 27.65 | 0.16 |
Finland | 20.21 | 0.39 |
France | 21.28 | 0.36 |
Germany | 15.95 | 0.52 |
Greece | 24.32 | 0.26 |
Hungary | 25.41 | 0.23 |
Iceland | 20.21 | 0.39 |
Ireland | 22.76 | 0.31 |
Israel | 27.96 | 0.15 |
Italy | 24.62 | 0.25 |
Japan | 19.05 | 0.42 |
Korea | 22.17 | 0.33 |
Latvia | 28.53 | 0.14 |
Lithuania | 23.82 | 0.28 |
Luxembourg | 26.24 | 0.21 |
Mexico | 36.77 | −0.11 |
Netherlands | 19.30 | 0.41 |
New Zealand | 23.61 | 0.28 |
Norway | 15.08 | 0.54 |
Poland | 31.37 | 0.05 |
Portugal | 23.49 | 0.29 |
Slovak Republic | 25.81 | 0.22 |
Slovenia | 21.16 | 0.36 |
Spain | 24.61 | 0.25 |
Sweden | 19.81 | 0.40 |
Switzerland | 17.96 | 0.46 |
Turkey | 30.28 | 0.08 |
United Kingdom | 24.06 | 0.27 |
United States | 21.35 | 0.35 |
Place | Country |
---|---|
1 | Norway |
2 | Germany |
3 | Switzerland |
4 | Denmark |
5 | Austria |
6 | Japan |
7 | Netherlands |
8 | Australia |
9 | Sweden |
10 | Finland |
11 | Iceland |
12 | Belgium |
13 | Slovenia |
14 | Czech Republic |
15 | France |
16 | United States |
17 | Korea |
18 | Ireland |
19 | Portugal |
20 | New Zealand |
21 | Lithuania |
22 | United Kingdom |
23 | Greece |
24 | Spain |
25 | Italy |
26 | Canada |
27 | Hungary |
28 | Slovak Republic |
29 | Luxembourg |
30 | Estonia |
31 | Israel |
32 | Latvia |
33 | Turkey |
34 | Poland |
35 | Chile |
36 | Colombia |
37 | Mexico |
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Smarżewska, D.; Wereda, W.S.; Jończyk, J.A. Assessment of the Health Care System in Poland and Other OECD Countries Using the Hellwig Method. Int. J. Environ. Res. Public Health 2022, 19, 16733. https://doi.org/10.3390/ijerph192416733
Smarżewska D, Wereda WS, Jończyk JA. Assessment of the Health Care System in Poland and Other OECD Countries Using the Hellwig Method. International Journal of Environmental Research and Public Health. 2022; 19(24):16733. https://doi.org/10.3390/ijerph192416733
Chicago/Turabian StyleSmarżewska, Daria, Wioletta Sylwia Wereda, and Joanna Anna Jończyk. 2022. "Assessment of the Health Care System in Poland and Other OECD Countries Using the Hellwig Method" International Journal of Environmental Research and Public Health 19, no. 24: 16733. https://doi.org/10.3390/ijerph192416733
APA StyleSmarżewska, D., Wereda, W. S., & Jończyk, J. A. (2022). Assessment of the Health Care System in Poland and Other OECD Countries Using the Hellwig Method. International Journal of Environmental Research and Public Health, 19(24), 16733. https://doi.org/10.3390/ijerph192416733