| Literature DB >> 24198854 |
Jeffrey Atkinson1, Bart Rombaut.
Abstract
The PHARMINE consortium consists of 50 universities from European Union member states or other European countries that are members of the European Association of Faculties of Pharmacy (EAFP). EU partner associations representing community (PGEU), hospital (EAHP) and industrial pharmacy (EIPG), together with the European Pharmacy Students' Association (EPSA) are also part of the consortium. THE CONSORTIUM SURVEYED PHARMACIES AND PHARMACISTS IN DIFFERENT SETTINGS: community, hospital, industry and other sectors. The consortium also looked at how European Union higher education institutions and courses are organised. The PHARMINE survey of pharmacy and pharmacy education in Europe produced country profiles with extensive information for EU member states and several other European countries. These data are available at: http://www.pharmine.org/losse_paginas/Country_Profiles/. This 2011 PHARMINE report presents the project and data, and some preliminary analysis on the basic question of how pharmacy education is adapted to pharmacy practice in the EU.Entities:
Keywords: Education, Pharmacy; Europe; European Union; Pharmaceutical Services
Year: 2011 PMID: 24198854 PMCID: PMC3818732 DOI: 10.4321/s1886-36552011000400001
Source DB: PubMed Journal: Pharm Pract (Granada) ISSN: 1885-642X
EU pharmacists: reported data (NA: data not available).
| Population (millions) | Community pharmacists | % total | Hospital pharmacists | % total | Industrial pharmacists | % total | Other occupations | % total | Total number of pharmacists | |
|---|---|---|---|---|---|---|---|---|---|---|
| Austria | 8.4 | 5,160 | 94.6 | 292 | 5.4 | NA | - | NA | - | 5,452 |
| Belgium | 10.8 | 12,000 | 90.2 | 500 | 3.8 | 800 | 6 | NA | - | 13,300 |
| Bulgaria | 7.6 | 6,000 | 84.3 | 114 | 1.6 | 1000 | 14.1 | NA | - | 7,114 |
| Czech Republic | 10.5 | 6,000 | 95.6 | 220 | 3.5 | 15 | 0.2 | 43 | 0.7 | 6,278 |
| Denmark | 5.5 | 952 | 25.9 | 270 | 7.4 | 1900 | 51.7 | 550 | 15 | 3,672 |
| Estonia | 1.3 | 1,165 | 75.9 | 100 | 6.5 | 20 | 1.3 | 250 | 16.3 | 1,535 |
| Finland | 5.4 | 1,406 | 45.8 | 545 | 17.7 | 800 | 26.1 | 320 | 10.4 | 3,071 |
| France | 64.7 | 55,455 | 72.9 | 5,574 | 7.3 | 4752 | 6.2 | 10,309 | 13.5 | 76,090 |
| Germany | 81.8 | 57,353 | 81.1 | 1,890 | 2.7 | 5500 | 7.8 | 6,019 | 8.5 | 70,762 |
| Greece | 11.3 | 11,342 | 87 | 302 | 2.3 | 144 | 1.1 | 1,250 | 9.6 | 13,038 |
| Hungary | 10.0 | 4,900 | 62.4 | 350 | 4.5 | 1200 | 15.3 | 1,400 | 17.8 | 7,850 |
| Ireland | 4.5 | 3,400 | 84.1 | 474 | 11.7 | 85 | 2.1 | 83 | 2.1 | 4,042 |
| Italy | 60.4 | 40,346 | 85.1 | 2745 | 5.8 | 4300 | 9.1 | NA | - | 47,391 |
| Latvia | 2.2 | 1,624 | 80.5 | 94 | 4.7 | 300 | 14.9 | NA | - | 2,018 |
| Lithuania | 3.3 | 2,947 | 93.5 | NA | - | 85 | 2.7 | 120 | 3.8 | 3,152 |
| Malta | 0.4 | 281 | 45 | 120 | 19.2 | 71 | 11.4 | 152 | 24.4 | 624 |
| Netherlands | 16.6 | 3,100 | 62 | 400 | 8 | NA | - | 1,500 | 30 | 5,000 |
| Poland | 38.1 | 21,534 | 95.1 | 1,100 | 4.9 | NA | - | NA | - | 22,634 |
| Portugal | 10.6 | 6,108 | 56.4 | 738 | 6.8 | 674 | 6.2 | 3,313 | 30.6 | 10,833 |
| Rumania | 21.5 | 13,500 | 93.8 | 692 | 4.8 | 100 | 0.7 | 100 | 0.7 | 14,392 |
| Slovakia | 5.4 | 2,900 | 89 | 159 | 4.9 | 200 | 6.1 | NA | - | 3,259 |
| Slovenia | 2.0 | 906 | 56.5 | 78 | 4.9 | 470 | 29.3 | 150 | 9.4 | 1,604 |
| Spain | 47.2 | 48,000 | 77.9 | 1,612 | 2.6 | 11996 | 19.5 | NA | - | 61,608 |
| Sweden | 9.3 | 1,400 | 43.8 | 200 | 6.3 | 1200 | 37.5 | 400 | 12.5 | 3,200 |
| United Kingdom | 62.0 | 21,712 | 69.1 | 6,213 | 19.8 | 1137 | 3.6 | 2,372 | 7.5 | 31,434 |
| NA: data not available | ||||||||||
EU pharmacists: statistical analysis.
| Community pharmacists | % total | Hospital pharmacists | % total | Industrial pharmacists | % total | Other occupations | % total | Total number of pharmacists | |
|---|---|---|---|---|---|---|---|---|---|
| Number of values | 25 | 25 | 24 | 24 | 22 | 22 | 17 | 17 | 25 |
| Median | 5,160 | 81 | 375 | 5.2 | 737 | 7 | 400 | 10 | 6,278 |
| 10% Percentile | 934 | 45 | 97 | 2.5 | 35 | 0.82 | 75 | 0.7 | 1576 |
| 90% Percentile | 50,982 | 95 | 4,159 | 18 | 5,276 | 35 | 6,877 | 30 | 65,270 |
| Mean | 13,180 | 74 | 1,033 | 7 | 1,670 | 12 | 1,667 | 13 | 16,774 |
| Standard deviation | 17,739 | 19 | 1,635 | 5.1 | 2801 | 13 | 2,720 | 9.2 | 22,603 |
| Standard error | 3,548 | 3.9 | 334 | 1 | 597 | 2.8 | 660 | 2.2 | 4521 |
| KS normality test | |||||||||
| KS distance | 0.29 | 0.15 | 0.32 | 0.26 | 0.34 | 0.19 | 0.29 | 0.12 | 0.3 |
| P value | <0.0001 | >0.10 | <0.0001 | 0.0002 | <0.0001 | 0.04 | 0.0005 | >0.10 | <0.0001 |
| Passed normality test (alpha=0.05)? | No | Yes | No | No | No | No | No | Yes | No |
| Skewness | 1.7 | -0.87 | 2.5 | 1.7 | 2.8 | 1.6 | 2.5 | 0.71 | 1.8 |
| Kurtosis | 1.6 | -0.07 | 5.7 | 2.1 | 8.7 | 2.6 | 6.3 | -0.09 | 2 |
| Sum | 329,491 | 1,848 | 24,782 | 167 | 36,749 | 273 | 28,331 | 213 | 419,353 |
Activities and occupations of pharmacists in the EU.
| Community | Hospital | Industrial | Other |
|---|---|---|---|
| • preparation of medicines | • purchasing, stocking, distribution of drugs | • research and development of drugs | • clinical biology / chemistry |
| Table based on replies from 25 member states. Not all activities and / or occupations may be present in a given country. | |||
Community pharmacists. Pharmacies and assistants: reported data.
| Population (millions) | Community pharmacists | Population /pharmacist | Community pharmacies | Population /pharmacy | Pharmacists /pharmacy | Assistants | Assistants /pharmacy | |
|---|---|---|---|---|---|---|---|---|
| Austria | 8.4 | 5,160 | 1,628 | 1,270 | 6,614 | 4.06 | 5,278 | 4.16 |
| Belgium | 10.8 | 12,000 | 900 | 5,729 | 1,885 | 2.09 | 6,500 | 1.13 |
| Bulgaria | 7.6 | 6,000 | 1,267 | 4,500 | 1,689 | 1.33 | NA | NA |
| Czech Republic | 10.5 | 6,000 | 1,750 | 2,420 | 4,339 | 2.48 | 4,600 | 1.9 |
| Denmark | 5.5 | 952 | 5,777 | 318 | 17,296 | 2.99 | 3,200 | 10.06 |
| Estonia | 1.3 | 1,165 | 1,116 | 496 | 2,621 | 2.35 | 748 | 1.51 |
| Finland | 5.4 | 1,406 | 3,841 | 805 | 6,708 | 1.75 | 3,839 | 4.77 |
| France | 64.7 | 55,455 | 1,167 | 23,133 | 2,797 | 2.4 | 35,000 | 1.51 |
| Germany | 81.8 | 57,353 | 1,426 | 21,390 | 3,824 | 2.68 | 12,192 | 0.57 |
| Greece | 11.3 | 11,342 | 996 | 10,890 | 1,038 | 1.04 | 4,032 | 0.37 |
| Hungary | 10.0 | 4,900 | 2,041 | 2,380 | 4,202 | 2.06 | 5,400 | 2.27 |
| Ireland | 4.5 | 3,400 | 1,324 | 1,616 | 2,785 | 2.1 | 539 | 0.33 |
| Italy | 60.4 | 40,346 | 1,497 | 17,617 | 3,429 | 2.29 | NA | NA |
| Latvia | 2.2 | 1,624 | 1,355 | 810 | 2,716 | 2.00 | 1,481 | 1.83 |
| Lithuania | 3.3 | 2,947 | 1,120 | 1,320 | 2,500 | 2.23 | 1,890 | 1.43 |
| Malta | 0.4 | 281 | 1,423 | 204 | 1,961 | 1.38 | 184 | 0.9 |
| Netherlands | 16.6 | 3,100 | 5,355 | 2,000 | 8,300 | 1.55 | 17,000 | 8.5 |
| Poland | 38.1 | 21,534 | 1,769 | 10,628 | 3,585 | 2.03 | 20,052 | 1.89 |
| Portugal | 10.6 | 6,108 | 1,735 | 2,667 | 3,975 | 2.29 | 4,596 | 1.72 |
| Rumania | 21.5 | 13,500 | 1,593 | 5,796 | 3,709 | 2.33 | 120,000 | 20.7 |
| Slovakia | 5.4 | 2,900 | 1,862 | 1,848 | 2,922 | 1.57 | 2,080 | 1.13 |
| Slovenia | 2.0 | 906 | 2,208 | 296 | 6,757 | 3.06 | 456 | 1.54 |
| Spain | 47.2 | 48,000 | 983 | 21,057 | 2,242 | 2.28 | NA | NA |
| Sweden | 9.3 | 1,400 | 6,643 | 1,200 | 7,750 | 1.17 | 6,800 | 5.67 |
| United Kingdom | 62.0 | 21,712 | 2,856 | 13,693 | 4,528 | 1.59 | 14,838 | 1.08 |
| NA: data not available | ||||||||
Community pharmacists. pharmacies and assistants: statistical analysis.
| Community pharmacists | Population /pharmacist | Community pharmacies | Population /pharmacy | Pharmacists /pharmacy | Assistants | Assistants /pharmacy | |
|---|---|---|---|---|---|---|---|
| Number of values | 25 | 25 | 25 | 25 | 25 | 22 | 22 |
| Median | 5,160 | 1,593 | 2,380 | 3,585 | 2.10 | 4,598 | 1.63 |
| 10% Percentile | 933.6 | 991.1 | 309.2 | 1,807 | 1.266 | 480.9 | 0.43 |
| 90% Percentile | 50,982 | 5,524 | 21,190 | 7,970 | 3.018 | 30516 | 9.592 |
| Mean | 13,180 | 2,145 | 6,163 | 4,407 | 2.124 | 12305 | 3.408 |
| Standard deviation | 17,739 | 1,569 | 7,466 | 3,315 | 0.6593 | 25,443 | 4.636 |
| Standard error | 3548 | 313.7 | 1493 | 663 | 0.1319 | 5424 | 0.9885 |
| KS normality test | |||||||
| KS distance | 0.2949 | 0.2916 | 0.2802 | 0.2454 | 0.1377 | 0.3169 | 0.3242 |
| P value | <0.0001 | <0.0001 | <0.0001 | 0.0004 | >0.10 | <0.0001 | <0.0001 |
| Passed normality test (alpha=0.05)? | No | No | No | No | Yes | No | No |
| Skewness | 1.676 | 1.946 | 1.305 | 2.664 | 0.8499 | 3.967 | 2.857 |
| Kurtosis | 1.577 | 2.856 | 0.3212 | 9.159 | 1.889 | 16.94 | 9.215 |
| Sum | 329,491 | 53,631 | 154,083 | 110,169 | 53.1 | 270,705 | 74.97 |
Community pharmacies. pharmacists and assistants: reported data as a ratio of the EU linear regression estimation (NA: data not available).
| Community pharmacies | Community pharmacists | Assistants | |
|---|---|---|---|
| Austria | 0.51 | 0.9 | 1.35 |
| Belgium | 1.78 | 1.64 | 1.3 |
| Bulgaria | 1.99 | 1.16 | NA |
| Czech Republic | 0.77 | 0.84 | 0.94 |
| Denmark | 0.19 | 0.25 | 1.25 |
| Estonia | 1.28 | 1.32 | 1.24 |
| Finland | 0.5 | 0.38 | 1.53 |
| France | 1.2 | 1.26 | 1.17 |
| Germany | 0.88 | 1.03 | 0.32 |
| Greece | 3.23 | 1.48 | 0.77 |
| Hungary | 0.8 | 0.72 | 1.16 |
| Ireland | 1.21 | 1.11 | 0.26 |
| Italy | 0.98 | 0.98 | NA |
| Latvia | 1.24 | 1.09 | 1.45 |
| Lithuania | 1.34 | 1.32 | 1.23 |
| Malta | 1.71 | 1.03 | 0.99 |
| Netherlands | 0.4 | 0.28 | 2.21 |
| Poland | 0.94 | 0.83 | 1.13 |
| Portugal | 0.84 | 0.85 | 0.93 |
| Rumania | 0.9 | 0.92 | NA |
| Slovakia | 1.15 | 0.79 | 0.83 |
| Slovenia | 0.18 | 0.25 | 0.18 |
| Spain | 1.5 | 1.5 | NA |
| Sweden | 0.43 | 0.22 | 1.58 |
| United Kingdom | 0.74 | 0.52 | 0.52 |
| NA: data not available | |||
Community pharmacies. pharmacists and assistants: reported data as a ratio of the EU linear regression estimation: statistical analysis.
| Community pharmacists | Community pharmacies | Assistants | |
|---|---|---|---|
| Number of values | 25 | 25 | 21 |
| Median | 0.94 | 0.92 | 1.16 |
| 10% Percentile | 0.316 | 0.25 | 0.272 |
| 90% Percentile | 1.864 | 1.488 | 1.57 |
| Mean | 1.068 | 0.9068 | 1.064 |
| Standard deviation | 0.6544 | 0.4121 | 0.4826 |
| Standard error | 0.1309 | 0.08242 | 0.1053 |
| KS normality test | |||
| KS distance | 0.1386 | 0.1084 | 0.126 |
| P value | >0.10 | >0.10 | >0.10 |
| Passed normality test (alpha=0.05)? | Yes | Yes | Yes |
| P value summary | ns | ns | ns |
| Skewness | 1.495 | -0.2192 | 0.01617 |
| Kurtosis | 3.844 | -0.7203 | 0.614 |
| Sum | 26.69 | 22.67 | 22.34 |
| ns: not significant | |||
Hospital pharmacies and hospital pharmacists (NA: data not available).
| Hospital pharmacies | Population / hospital pharmacy | Hospital pharmacists | Population / hospital pharmacist | |
|---|---|---|---|---|
| Austria | NA | 292 | 28,767 | |
| Belgium | 267 | 40,449 | 500 | 21,600 |
| Bulgaria | NA | 114 | 66,667 | |
| Czech Republic | 86 | 122,093 | 220 | 47,727 |
| Denmark | 15 | 366,667 | 270 | 20,370 |
| Estonia | 23 | 56,522 | 100 | 13,000 |
| Finland | 224 | 24,107 | 545 | 9908 |
| France | 2,594 | 24,942 | 5,574 | 11,607 |
| Germany | 438 | 186,758 | 1,890 | 43,280 |
| Greece | 115 | 98,261 | 302 | 37,417 |
| Hungary | 115 | 86,957 | 350 | 28,571 |
| Ireland | 76 | 59,211 | 474 | 9,494 |
| Italy | 297 | 203,367 | 2,745 | 22,004 |
| Latvia | 38 | 57,895 | 94 | 23,404 |
| Lithuania | 54 | 61,111 | NA | |
| Malta | 8 | 50,000 | 120 | 3,333 |
| Netherlands | 100 | 166,000 | 400 | 41,500 |
| Poland | 708 | 53,814 | 1,100 | 34,636 |
| Portugal | 115 | 92,174 | 738 | 14,363 |
| Rumania | 594 | 36,195 | 692 | 31,069 |
| Slovakia | 50 | 108,000 | 159 | 33,962 |
| Slovenia | 29 | 186,207 | 78 | 69,231 |
| Spain | 288 | 163,889 | 1,612 | 29,280 |
| Sweden | 73 | 127,397 | 200 | 46,500 |
| United Kingdom | 505 | 122,772 | 6,213 | 9,979 |
| NA: data not available | ||||
Hospital pharmacies and hospital pharmacists: statistical analysis
| Hospital pharmacies | Population / hospital pharmacy | Hospital pharmacists | Population / hospital pharmacist | |
|---|---|---|---|---|
| Number of values | 23 | 23 | 24 | 24 |
| Median | 115 | 92,174 | 375 | 28,669 |
| 10% Percentile | 18 | 29,443 | 97 | 9,701 |
| 90% Percentile | 662 | 196,723 | 4,159 | 57,197 |
| Mean | 296 | 108,469 | 1,033 | 29,070 |
| Standard deviation | 539 | 78,648 | 1,635 | 17,363 |
| Standard error | 112 | 16,399 | 334 | 3,544 |
| KS normality test | ||||
| KS distance | 0.3 | 0.2 | 0.3 | 0.09 |
| P value | <0,0001 | >0,10 | <0,0001 | >0,10 |
| Passed normality test (alpha=0.05)? | No | Yes | No | Yes |
| P value summary | *** | ns | *** | ns |
| Skewness | 4 | 2 | 2 | 0.7 |
| Kurtosis | 16 | 4 | 6 | 0.3 |
| Sum | 6,812 | 2,000,000 | 24,782 | 697,669 |
| ns: not significant. | ||||
Hospital pharmacies and hospital pharmacists: actual data as a ratio of the EU linear regression estimation (NA: data not available).
| Hospital pharmacies | Hospital pharmacists | |
|---|---|---|
| Austria | NA | 0.67 |
| Belgium | 1.77 | 0.89 |
| Bulgaria | NA | 0.29 |
| Czech Republic | 0.59 | 0.4 |
| Denmark | 0.19 | 0.94 |
| Estonia | 1.26 | 1.48 |
| Finland | 2.96 | 1.94 |
| France | 2.86 | 1.66 |
| Germany | 0.38 | 0.44 |
| Greece | 0.73 | 0.51 |
| Hungary | 0.82 | 0.67 |
| Ireland | 1.21 | 2.03 |
| Italy | 0.35 | 0.87 |
| Latvia | 1.23 | 0.82 |
| Lithuania | 1.17 | NA |
| Malta | 1.43 | 5.77 |
| Netherlands | 0.43 | 0.46 |
| Poland | 1.33 | 0.56 |
| Portugal | 0.77 | 1.34 |
| Rumania | 1.97 | 0.62 |
| Slovakia | 0.66 | 0.57 |
| Slovenia | 0.38 | 0.28 |
| Spain | 0.44 | 0.66 |
| Sweden | 0.56 | 0.41 |
| United Kingdom | 0.58 | 1.93 |
| NA: data not available | ||
Hospital pharmacies and hospital pharmacists: actual data as a ratio of the EU linear regression estimation: statistical analysis
| Hospital pharmacies | Hospital pharmacists | |
|---|---|---|
| Number of values | 23 | 24 |
| Median | 0.77 | 0.67 |
| 10% Percentile | 0.362 | 0.345 |
| 90% Percentile | 2.504 | 1.985 |
| Mean | 1.047 | 1.092 |
| Standard deviation | 0.7559 | 1.135 |
| Standard error | 0.1576 | 0.2317 |
| Lower 95% CI of mean | 0.7196 | 0.6128 |
| Upper 95% CI of mean | 1.373 | 1.571 |
| KS normality test | ||
| KS distance | 0.183 | 0.2616 |
| P value | 0.0443 | 0.0002 |
| Passed normality test (alpha=0.05)? | No | No |
| P value summary | * | *** |
| Skewness | 1.359 | 3.293 |
| Kurtosis | 1.463 | 12.98 |
| Sum | 24.07 | 26.21 |
| *: P<0.05 | ||
Higher education institutions, staff and students: data (NA: data not available).
| Number HEIs | Staff | Staff / HEI | Students | Students / staff | Students / pharmacist | |
|---|---|---|---|---|---|---|
| Austria | 3 | 58 | 19 | NA | ||
| Belgium | 9 | 185 | 21 | 1000 | 27 | 0.075 |
| Bulgaria | 3 | 200 | 67 | 334 | 8 | 0.047 |
| Czech Republic | 2 | 190 | 95 | 430 | 11 | 0.068 |
| Denmark | 2 | 90 | 45 | 230 | 13 | 0.063 |
| Estonia | 1 | 14 | 14 | 48 | 17 | 0.031 |
| Finland | 3 | 300 | 100 | 475 | 8 | 0.155 |
| France | 24 | NA | 3,337 | 0.044 | ||
| Germany | 22 | NA | NA | |||
| Greece | 3 | 90 | 30 | 400 | 22 | 0.031 |
| Hungary | 4 | NA | NA | |||
| Ireland | 3 | 91 | 30 | 150 | 8 | 0.037 |
| Italy | 32 | NA | ||||
| Latvia | 2 | 115 | 58 | 86 | 4 | 0.043 |
| Lithuania | 1 | 185 | 185 | 96 | 3 | 0.030 |
| Malta | 1 | 10 | 10 | 48 | 24 | 0.077 |
| Netherlands | 2 | NA | NA | |||
| Poland | 10 | 1,446 | 145 | 1658 | 6 | 0.073 |
| Portugal | 9 | 952 | 106 | 1021 | 5 | 0.094 |
| Rumania | 10 | 1000 | 100 | 2500 | 13 | 0.174 |
| Slovakia | 2 | NA | NA | |||
| Slovenia | 1 | 65 | 65 | 181 | 14 | 0.112 |
| Spain | 19 | 1865 | 98 | 3168 | 8 | 0.051 |
| Sweden | 2 | 170 | 85 | 270 | 8 | 0.084 |
| United Kingdom | 25 | 902 | 36 | 3500 | 19 | 0.111 |
| NA: data not available | ||||||
Higher education institutions, staff and students: statistical analysis.
| Number HEIs | Staff | Staff / HEI | Students | Students / staff | Students / pharmacist | |
|---|---|---|---|---|---|---|
| Number of values | 25 | 20 | 20 | 19 | 19 | 19 |
| Median | 3.0 | 185 | 61.5 | 400 | 8 | 0.06849 |
| 10% Percentile | 1.0 | 18.4 | 14.5 | 48 | 3 | 0.03068 |
| 90% Percentile | 24.4 | 1437 | 141.1 | 3337 | 24 | 0.1547 |
| Mean | 7.8 | 464.1 | 67.55 | 996.4 | 11.47 | 0.07376 |
| Standard deviation | 9.129 | 567.7 | 46.53 | 1213 | 7.449 | 0.04088 |
| Standard error | 1.826 | 126.9 | 10.41 | 278.3 | 1.709 | 0.009379 |
| KS normality test | ||||||
| KS distance | 0.3014 | 0.3291 | 0.136 | 0.2979 | 0.2058 | 0.1534 |
| P value | < 0.0001 | < 0.0001 | > 0.10 | 0.0001 | 0.0333 | > 0.10 |
| Passed normality test (alpha=0.05)? | No | No | Yes | No | No | Yes |
| P value summary | *** | *** | ns | *** | * | ns |
| Skewness | 1.475 | 1.319 | 0.8929 | 1.268 | 0.6478 | 1.156 |
| Kurtosis | 1.009 | 0.5114 | 0.5792 | 0.07911 | -0.3417 | 0.9153 |
| Sum | 195 | 9282 | 1351 | 18931 | 218 | 1.401 |
| ns: not significant | ||||||
Higher education institutions. staff and students: actual data as a ratio of the EU linear regression estimation.
| Number HEIs | Staff | Students | |
|---|---|---|---|
| Austria | 0.97 | 0.26 | NA |
| Belgium | 2.25 | 0.66 | 1.61 |
| Bulgaria | 1.07 | 1.01 | 0.76 |
| Czech Republic | 0.51 | 0.69 | 0.71 |
| Denmark | 0.98 | 0.63 | 0.73 |
| Estonia | 2.08 | 0.41 | 0.64 |
| Finland | 1.5 | 2.13 | 1.53 |
| France | 1,00 | NA | 0.9 |
| Germany | 0.73 | NA | NA |
| Greece | 0.72 | 0.3 | 0.62 |
| Hungary | 1.08 | NA | NA |
| Ireland | 1.8 | 0.77 | 0.58 |
| Italy | 1.43 | 0.86 | NA |
| Latvia | 2.46 | 2,00 | 0.68 |
| Lithuania | 0.82 | 2.14 | 0.51 |
| Malta | 6.76 | 0.96 | 2.09 |
| Netherlands | 0.33 | NA | NA |
| Poland | 0.71 | 1.45 | 0.76 |
| Portugal | 2.29 | 3.44 | 1.68 |
| Rumania | 1.26 | 1.78 | 2.02 |
| Slovakia | 1,00 | NA | NA |
| Slovenia | 1.35 | 1.24 | 1.57 |
| Spain | 1.09 | 1.51 | 1.17 |
| Sweden | 0.58 | 0.7 | 0.51 |
| United Kingdom | 1.09 | 0.56 | 0.98 |
| NA: data not available | |||
Higher education institutions. staff and students: actual data as a ratio of the EU linear regression estimation: statistical analysis.
| Number HEIs | Staff | Students | |
|---|---|---|---|
| Number of values | 25 | 20 | 19 |
| Median | 1.08 | 0.91 | 0.76 |
| 10% Percentile | 0.552 | 0.311 | 0.51 |
| 90% Percentile | 2.358 | 2.139 | 2.02 |
| Mean | 1.434 | 1.175 | 1.055 |
| Standard deviation | 1.249 | 0.7993 | 0.5247 |
| Standard error | 0.2497 | 0.1787 | 0.1204 |
| KS normality test | |||
| KS distance | 0.239 | 0.1818 | 0.2395 |
| P value | 0.0007 | 0.0822 | 0.0054 |
| Passed normality test (alpha=0.05)? | No | Yes | No |
| P value summary | *** | ns | ** |
| Skewness | 3.467 | 1.315 | 0.8148 |
| Kurtosis | 14.44 | 1.897 | -0.7723 |
| Sum | 35.86 | 23.5 | 20.05 |
| ns: not significant | |||
Subject areas in %: reported data.
| CHEMSCI | PHYSMATH | BIOLSCI | PHARMTECH | MEDISCI | LAWSOC | GENERIC | |
|---|---|---|---|---|---|---|---|
| Austria | 44.0 | 2.0 | 22.0 | 14.0 | 16.0 | 0.60 | 1.00 |
| Belgium | 24.0 | 9.0 | 11.0 | 18.0 | 27.0 | 2.00 | 8.00 |
| Bulgaria | 31.0 | 7.0 | 11.0 | 13.0 | 24.0 | 7.00 | 7.00 |
| Czech Republic | 17.0 | 5.0 | 8.0 | 22.0 | 19.0 | 13.00 | 16.00 |
| Denmark | 42.0 | 7.0 | 7.0 | 16.0 | 16.0 | 9.00 | 3.00 |
| Estonia | 21.0 | 4.0 | 2.0 | 21.0 | 39.0 | 10.00 | 3.00 |
| Finland | 20.0 | 5.6 | 2.5 | 21.9 | 28.8 | 15.60 | 5.60 |
| France | 17.6 | 9.5 | 17.9 | 5.9 | 42.0 | 2.20 | 5.00 |
| Germany | 39.8 | 4.5 | 10.9 | 13.4 | 28.3 | 2.10 | 3.80 |
| Greece | 39.3 | 5.8 | 14.2 | 8.2 | 15.9 | 2.70 | 14.00 |
| Hungary | 27.2 | 5.2 | 5.2 | 16.0 | 28.5 | 3.88 | 14.22 |
| Ireland | 13.6 | 11.1 | 7.1 | 18.3 | 35.5 | 7.30 | 7.10 |
| Italy | 32.4 | 7.2 | 10.4 | 9.1 | 31.5 | 4.80 | 2.20 |
| Latvia | 27.7 | 6.4 | 6.4 | 20.2 | 26.6 | 8.50 | 6.40 |
| Lithuania | 28.0 | 2.6 | 11.7 | 11.7 | 36.4 | 9.80 | 9.80 |
| Malta | 15.4 | 7.2 | 12.7 | 15.4 | 30.8 | 3.60 | 15.00 |
| Netherlands | 20.1 | 3.9 | 10.6 | 14.2 | 31.1 | 8.30 | 11.80 |
| Poland | 21.3 | 4.1 | 8.0 | 15.9 | 38.2 | 6.20 | 6.20 |
| Portugal | 19.6 | 6.8 | 14.6 | 14.9 | 32.2 | 12.00 | 1.20 |
| Rumania | 26.1 | 8.7 | 15.8 | 14.1 | 24.9 | 3.70 | 6.60 |
| Slovakia | 28.8 | 8.8 | 10.9 | 14.4 | 27.6 | 3.40 | 6.00 |
| Slovenia | 27.0 | 8.5 | 8.5 | 22.0 | 21.0 | 8.50 | 4.70 |
| Spain | 23.5 | 5.5 | 19.9 | 11.0 | 27.6 | 5.50 | 7.00 |
| Sweden | 18.3 | 11.3 | 12.8 | 19.5 | 21.5 | 11.80 | 5.00 |
| United Kingdom | 13.6 | 5.7 | 23.9 | 22.7 | 23.9 | 3.40 | 6.80 |
| CHEMSCI: chemical sciences | |||||||
Subject areas in %: statistical analysis.
| CHEMSCI | PHYSMATH | BIOLSCI | PHARMTECH | MEDISCI | LAWSOC | GENERIC | |
|---|---|---|---|---|---|---|---|
| Number of values | 25 | 25 | 25 | 25 | 25 | 25 | 25 |
| Median | 24 | 6.4 | 11 | 15 | 28 | 6.2 | 6.4 |
| 10% Percentile | 15 | 3.4 | 4.1 | 8.7 | 16 | 2.1 | 1.8 |
| 90% Percentile | 41 | 10 | 21 | 22 | 39 | 12 | 15 |
| Mean | 26 | 6.5 | 11 | 16 | 28 | 6.6 | 7.1 |
| Standard deviation | 8.7 | 2.4 | 5.5 | 4.6 | 7.2 | 4 | 4.2 |
| Standard error | 1.7 | 0.48 | 1.1 | 0.91 | 1.4 | 0.79 | 0.85 |
| KS normality test | |||||||
| KS distance | 0.13 | 0.11 | 0.13 | 0.11 | 0.081 | 0.15 | 0.22 |
| P value | >0.10 | >0.10 | >0.10 | >0.10 | >0.10 | >0.10 | 0.004 |
| Passed normality test (alpha=0.05)? | Yes | Yes | Yes | Yes | Yes | Yes | No |
| P value summary | ns | ns | ns | ns | ns | ns | ** |
| Skewness | 0.7 | 0.23 | 0.55 | -0.23 | 0.071 | 0.51 | 0.78 |
| Kurtosis | -0.29 | -0.35 | 0.19 | -0.48 | -0.5 | -0.54 | -0.13 |
| Sum | 638 | 162 | 285 | 393 | 693 | 165 | 176 |
| ns: not significant | |||||||
Figure 1Relationship between MEDSCI and CHEMSCI. (CHEMSCI: chemical sciences; MEDISCI: medical sciences)
Traineeship – community (hours): reported data.
| Year 1 | Year 2 | Year 3 | Year 4 | Year 5 | |
|---|---|---|---|---|---|
| Austria | 0 | 0 | 0 | 0 | 0 |
| Belgium | 0 | 0 | 0 | 0 | 1000 |
| Bulgaria | 0 | 0 | 0 | 0 | 800 |
| Czech Republic | 40 | 0 | 0 | 0 | 960 |
| Denmark | 0 | 0 | 0 | 1040 | 0 |
| Estonia | 0 | 0 | 0 | 0 | 410 |
| Finland | 0 | 520 | 520 | 0 | 0 |
| France | 0 | 320 | 80 | 80 | 0 |
| Germany | 160 | 160 | 0 | 0 | 800 |
| Greece | 0 | 0 | 0 | 0 | 960 |
| Hungary | 0 | 140 | 140 | 140 | 560 |
| Ireland | 0 | 0 | 0 | 0 | 960 |
| Italy | 0 | 0 | 0 | 250 | 500 |
| Latvia | 0 | 0 | 0 | 0 | 648 |
| Lithuania | 0 | 0 | 0 | 0 | 935 |
| Malta | 84 | 84 | 84 | 42 | 1000 |
| Netherlands | 0 | 0 | 0 | 160 | 0 |
| Poland | 0 | 0 | 160 | 0 | 0 |
| Portugal | 0 | 0 | 0 | 39 | 640 |
| Rumania | 60 | 60 | 60 | 60 | 780 |
| Spain | 0 | 0 | 0 | 0 | 450 |
| Slovakia | 0 | 0 | 0 | 160 | 800 |
| Slovenia | 0 | 0 | 0 | 0 | 720 |
| Sweden | 0 | 0 | 0 | 0 | 1040 |
| United Kingdom | 12 | 80 | 0 | 0 | 0 |
Traineeship – community (hours): statistical analysis.
| Year 1 | Year 2 | Year 3 | Year 4 | Year 5 | |
|---|---|---|---|---|---|
| Number of values | 25 | 25 | 25 | 25 | 25 |
| Median | 0 | 0 | 0 | 0 | 648 |
| 10% Percentile | 0 | 0 | 0 | 0 | 0 |
| 90% Percentile | 69.6 | 224 | 148 | 196 | 1000 |
| Mean | 14.24 | 56.48 | 41.76 | 78.84 | 558.5 |
| Standard deviation | 37.04 | 122.1 | 109.7 | 211.4 | 394.4 |
| Standard error | 7.408 | 24.41 | 21.95 | 42.28 | 78.87 |
| KS normality test | |||||
| KS distance | 0.4497 | 0.3582 | 0.4082 | 0.3546 | 0.2016 |
| P value | <0.0001 | <0.0001 | <0.0001 | <0.0001 | 0.0101 |
| Passed normality test (alpha=0.05)? | No | No | No | No | No |
| P value summary | *** | *** | *** | *** | * |
| Skewness | 3.111 | 2.902 | 3.794 | 4.247 | -0.4686 |
| Kurtosis | 10.25 | 8.957 | 16.02 | 19.49 | -1.373 |
| Sum | 356 | 1,412 | 1,044 | 1,971 | 13,963 |
| *: P<0.05 | |||||
Traineeship – hospital (hours): reported data.
| Year 1 | Year 2 | Year 3 | Year 4 | Year 5 | |
|---|---|---|---|---|---|
| Austria | 0 | 0 | 0 | 0 | 0 |
| Belgium | 0 | 0 | 0 | 0 | 0 |
| Bulgaria | 0 | 0 | 0 | 0 | 800 |
| Czech Republic | 0 | 80 | 0 | 0 | 0 |
| Denmark | 0 | 0 | 0 | 0 | 0 |
| Estonia | 0 | 0 | 0 | 0 | 90 |
| Finland | 0 | 0 | 0 | 0 | 0 |
| France | 0 | 0 | 0 | 0 | 960 |
| Germany | 160 | 160 | 0 | 0 | 800 |
| Greece | 0 | 0 | 0 | 0 | 960 |
| Hungary | 0 | 0 | 140 | 140 | 140 |
| Ireland | 0 | 0 | 0 | 0 | 960 |
| Italy | 0 | 0 | 0 | 250 | 500 |
| Latvia | 0 | 0 | 0 | 0 | 648 |
| Lithuania | 0 | 0 | 0 | 0 | 40 |
| Malta | 0 | 0 | 80 | 500 | 0 |
| Netherlands | 0 | 0 | 0 | 0 | 0 |
| Poland | 0 | 0 | 0 | 160 | 0 |
| Portugal | 0 | 0 | 0 | 0 | 320 |
| Rumania | 0 | 0 | 0 | 0 | 0 |
| Spain | 0 | 0 | 0 | 0 | 450 |
| Slovakia | 0 | 0 | 0 | 0 | 0 |
| Slovenia | 0 | 0 | 0 | 0 | 0 |
| Sweden | 0 | 0 | 0 | 0 | 0 |
| United Kingdom | 6 | 12 | 12 | 0 | 0 |
Traineeship – hospital (hours): statistical analysis.
| Year 1 | Year 2 | Year 3 | Year 4 | Year 5 | |
|---|---|---|---|---|---|
| Number of values | 25 | 25 | 25 | 25 | 25 |
| Median | 0 | 0 | 0 | 0 | 0 |
| 10% Percentile | 0 | 0 | 0 | 0 | 0 |
| 90% Percentile | 2.4 | 39.2 | 39.2 | 196 | 960 |
| Mean | 6.64 | 10.08 | 9.28 | 42 | 266.7 |
| Standard deviation | 31.97 | 35.12 | 31.62 | 114.3 | 369.1 |
| Standard error | 6.394 | 7.024 | 6.323 | 22.86 | 73.83 |
| KS normality test | |||||
| KS distance | 0.5023 | 0.4929 | 0.4954 | 0.4833 | 0.2904 |
| P value | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 |
| Passed normality test (alpha=0.05)? | No | No | No | No | No |
| P value summary | *** | *** | *** | *** | *** |
| Skewness | 4.989 | 3.856 | 3.683 | 3.217 | 1.001 |
| Kurtosis | 24.92 | 15.2 | 13.57 | 11.08 | -0.6776 |
| Sum | 166 | 252 | 232 | 1,050 | 6,668 |
| ***: P<0.001 | |||||
Traineeship – industry (hours): reported data.
| Year 1 | Year 2 | Year 3 | Year 4 | Year 5 | |
|---|---|---|---|---|---|
| Austria | 0 | 0 | 0 | 0 | 0 |
| Belgium | 0 | 0 | 0 | 0 | 1,000 |
| Bulgaria | 0 | 0 | 0 | 0 | 0 |
| Czech Republic | 0 | 0 | 0 | 0 | 0 |
| Denmark | 0 | 0 | 0 | 0 | 0 |
| Estonia | 0 | 0 | 0 | 0 | 0 |
| Finland | 0 | 0 | 0 | 0 | 0 |
| France | 0 | 0 | 320 | 0 | 0 |
| Germany | 160 | 160 | 0 | 0 | 800 |
| Greece | 0 | 0 | 0 | 0 | 0 |
| Hungary | 0 | 0 | 140 | 140 | 0 |
| Ireland | 0 | 0 | 0 | 0 | 960 |
| Italy | 0 | 0 | 0 | 250 | 500 |
| Latvia | 0 | 0 | 0 | 0 | 0 |
| Lithuania | 0 | 0 | 0 | 0 | 0 |
| Malta | 0 | 0 | 80 | 500 | 0 |
| Netherlands | 0 | 0 | 0 | 0 | 0 |
| Poland | 0 | 0 | 0 | 0 | 0 |
| Portugal | 0 | 0 | 0 | 0 | 0 |
| Rumania | 0 | 0 | 0 | 0 | 0 |
| Spain | 0 | 0 | 100 | 100 | 100 |
| Slovakia | 0 | 0 | 0 | 0 | 0 |
| Slovenia | 0 | 0 | 0 | 0 | 0 |
| Sweden | 0 | 0 | 0 | 0 | 0 |
| United Kingdom | 0 | 0 | 0 | 0 | 0 |
Traineeship – industry (hours): statistical analysis.
| Year 1 | Year 2 | Year 3 | Year 4 | Year 5 | |
|---|---|---|---|---|---|
| Number of values | 25 | 25 | 25 | 25 | 25 |
| Median | 0 | 0 | 0 | 0 | 0 |
| 10% Percentile | 0 | 0 | 0 | 0 | 0 |
| 90% Percentile | 0 | 0 | 116 | 184 | 864 |
| Mean | 6.4 | 6.4 | 25.6 | 39.6 | 134.4 |
| Standard deviation | 32 | 32 | 71.3 | 112.3 | 314.2 |
| Standard error | 6.4 | 6.4 | 14.26 | 22.47 | 62.85 |
| KS normality test | |||||
| KS distance | 0.5393 | 0.5393 | 0.4802 | 0.4778 | 0.4656 |
| P value | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 |
| Passed normality test (alpha=0.05)? | No | No | No | No | No |
| P value summary | *** | *** | *** | *** | *** |
| Skewness | 5 | 5 | 3.403 | 3.413 | 2.199 |
| Kurtosis | 25 | 25 | 12.6 | 12.4 | 3.428 |
| Sum | 160 | 160 | 640 | 990 | 3360 |
| ***: P<0.001 | |||||
Figure 2Traineeship : hours per year for individual countries (each bar represents a country).
Countries with extremes of ratios of reported data / EU linear regression estimation.
| Ratios of reported data / EU linear regression estimation | Community pharmacies | Community pharmacists | Hopital pharmacists | Industrial pharmacists |
|---|---|---|---|---|
| 0.5 and lower | Sweden, Slovenia, Denmark, | Sweden, Slovenia, Denmark, | Slovenia, Bulgaria, Czech Republic, | Czech Republic, Romania, |
| 1.5 and greater | Spain, Belgium | Spain, Malta, Belgium, | France, UK, Finland, | Hungary, Sweden, Bulgaria, |