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Published in: BMC Health Services Research 1/2017

Open Access 01-12-2017 | Research article

Variability in market uptake of psychotropic medications in Europe reflects cultural diversity

Authors: J. M. Hoebert, A. K. Mantel-Teeuwisse, H. G. M. Leufkens, L. van Dijk

Published in: BMC Health Services Research | Issue 1/2017

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Abstract

Background

In the last 20–30 years, many international studies have found substantial differences in the use of (older) psychotropic medication between European countries. The majority mentioned an important role for attitudes and beliefs towards psychotropic medication. So far, no studies have looked into the effects of cultural diversity on the use of new medications entering the market. As national cultures relate deeply to held values regarding, for example, what is seen as effective versus ineffective or safe versus dangerous, (cultural) diversity in decision making around the role of new medications in clinical practice may already be expected from the first day after market authorization.

Methods

This study examined the relation between cultural diversity, described in Hofstede’s model of cultural dimensions (Power Distance, Individualism, Masculinity, Uncertainty Avoidance, Indulgence and Long-Term Orientation) and utilization of three new psychotropic medications, namely aripiprazole, duloxetine and pregabalin in Europe. Country level sales data of the case study medications were correlated to country-specific scores of Hofstede’s cultural dimensions. IMS Health’s MIDAS database has been used for sales data (converted to Defined Daily Doses/1000 inhabitants/day) for the case study medications from the market authorization date in 2004 until December 2009 for 23 EU member states.

Results

Consumption of the case study medications was seen in all countries. In general, pregabalin was used more often than aripiprazole and duloxetine. In 2 years after market authorization, approximately 80% of all countries have reported use of all three molecules.
Correlations between Hofstede dimensions individualism, long-term orientation and indulgence and total use of the case study medications tended to become stronger over time, but they were only statistically significant for indulgence at two years after market authorization (rho = 0.51, p = 0.014) and three years after market authorization (rho = 0.54, p = 0.008). A more detailed analysis showed (slight) variation by molecule.

Conclusions

This study is a first step in including cultural dimensions when explaining cross-national variation in the use of new medications. The results indicate that indulgence, however marginally, is a cultural aspect that relates to the utilization of new psychotropic medications, suggesting that within the cultural context, less regulation of social norms is a main factor in explaining cross-national variation in uptake of these medications.
Literature
1.
go back to reference Jervis N. What is a culture? World Communities, The State Education Department.New York: The University of the State of New York. 2006. Jervis N. What is a culture? World Communities, The State Education Department.New York: The University of the State of New York. 2006.
2.
go back to reference Fabrega H. The role of culture in a theory of psychiatric illness. Soc Sci Med. 1992;35(1):91–103.CrossRefPubMed Fabrega H. The role of culture in a theory of psychiatric illness. Soc Sci Med. 1992;35(1):91–103.CrossRefPubMed
3.
go back to reference Sachs L, Tomson G. Medicines and culture - a double perspective on drug utilization in a developing country. Soc Sci Med. 1992;34(3):307–15.CrossRefPubMed Sachs L, Tomson G. Medicines and culture - a double perspective on drug utilization in a developing country. Soc Sci Med. 1992;34(3):307–15.CrossRefPubMed
4.
go back to reference Payer L. Medicine and culture: varieties of treatment in the United States, England, West Germany and France. First ed. New York: Henry Holt and Compane, LLC; 1996. Payer L. Medicine and culture: varieties of treatment in the United States, England, West Germany and France. First ed. New York: Henry Holt and Compane, LLC; 1996.
5.
go back to reference Nolte E, Newbould J, Conklin A. International variation in the usage of medicines: a review of the literature. Santa Monica/London: RAND Corporation & London School of Hygiene & Tropical Medication; 2010. (Technical report TR830-DH) Nolte E, Newbould J, Conklin A. International variation in the usage of medicines: a review of the literature. Santa Monica/London: RAND Corporation & London School of Hygiene & Tropical Medication; 2010. (Technical report TR830-DH)
6.
go back to reference Deschepper R, Grigoryan L, Lundborg CS, Hofstede G, Cohen J, Kelen GV, et al. Are cultural dimensions relevant for explaining cross-national differences in antibiotic use in Europe? BMC Health Serv Res. 2008;8:123.CrossRefPubMedPubMedCentral Deschepper R, Grigoryan L, Lundborg CS, Hofstede G, Cohen J, Kelen GV, et al. Are cultural dimensions relevant for explaining cross-national differences in antibiotic use in Europe? BMC Health Serv Res. 2008;8:123.CrossRefPubMedPubMedCentral
7.
go back to reference Borg MA. National cultural dimensions as drivers of inappropriate ambulatory care consumption of antibiotics in Europe and their relevance to awareness campaigns. J Antimicrob Chemother. 2012;67(3):763–7.CrossRefPubMed Borg MA. National cultural dimensions as drivers of inappropriate ambulatory care consumption of antibiotics in Europe and their relevance to awareness campaigns. J Antimicrob Chemother. 2012;67(3):763–7.CrossRefPubMed
8.
go back to reference Zito JM, Safer DJ, de Jong-van den Berg LT, Janhsen K, Fegert JM, Gardner JF, et al. A three-country comparison of psychotropic medication prevalence in youth. Child Adolesc Psychiatry Ment Health. 2008;2(1):26.CrossRefPubMedPubMedCentral Zito JM, Safer DJ, de Jong-van den Berg LT, Janhsen K, Fegert JM, Gardner JF, et al. A three-country comparison of psychotropic medication prevalence in youth. Child Adolesc Psychiatry Ment Health. 2008;2(1):26.CrossRefPubMedPubMedCentral
9.
go back to reference Zito JM, Safer DJ, DosReis S, Gardner JF, Magder L, Soeken K, et al. Psychotropic practice patterns for youth: a 10-year perspective. Arch Pediatr Adolesc Med. 2003;157(1):17–25.CrossRefPubMed Zito JM, Safer DJ, DosReis S, Gardner JF, Magder L, Soeken K, et al. Psychotropic practice patterns for youth: a 10-year perspective. Arch Pediatr Adolesc Med. 2003;157(1):17–25.CrossRefPubMed
10.
go back to reference Balter MB, Levine J, Manheimer DI. Cross-national study of the extent of anti-anxiety-sedative drug use. N Engl J Med. 1974;290(14):769–74.CrossRefPubMed Balter MB, Levine J, Manheimer DI. Cross-national study of the extent of anti-anxiety-sedative drug use. N Engl J Med. 1974;290(14):769–74.CrossRefPubMed
11.
go back to reference Ohayon MM, Lader MH. Use of psychotropic medication in the general population of France, Germany, Italy, and the United Kingdom. J Clin Psychiatry. 2002;63(9):817–25.CrossRefPubMed Ohayon MM, Lader MH. Use of psychotropic medication in the general population of France, Germany, Italy, and the United Kingdom. J Clin Psychiatry. 2002;63(9):817–25.CrossRefPubMed
12.
go back to reference Vitiello B. An international perspective on pediatric psychopharmacology. Int Rev Psychiatry (Abingdon, England). 2008;20(2):121–6.CrossRef Vitiello B. An international perspective on pediatric psychopharmacology. Int Rev Psychiatry (Abingdon, England). 2008;20(2):121–6.CrossRef
13.
go back to reference Wettermark B, Persson ME, Wilking N, Kalin M, Korkmaz S, Hjemdahl P, et al. Forecasting drug utilization and expenditure in a metropolitan health region. BMC Health Serv Res. 2010;10:128.CrossRefPubMedPubMedCentral Wettermark B, Persson ME, Wilking N, Kalin M, Korkmaz S, Hjemdahl P, et al. Forecasting drug utilization and expenditure in a metropolitan health region. BMC Health Serv Res. 2010;10:128.CrossRefPubMedPubMedCentral
14.
go back to reference Kleijnen S, George E, Goulden S, d'Andon A, Vitre P, Osinska B, et al. Relative effectiveness assessment of pharmaceuticals: similarities and differences in 29 jurisdictions. Value Health. 2012;15(6):954–60.CrossRefPubMed Kleijnen S, George E, Goulden S, d'Andon A, Vitre P, Osinska B, et al. Relative effectiveness assessment of pharmaceuticals: similarities and differences in 29 jurisdictions. Value Health. 2012;15(6):954–60.CrossRefPubMed
15.
go back to reference European Medicines Agency. Abilify : EPAR - procedural steps taken before authorisation 2005. European Medicines Agency. Abilify : EPAR - procedural steps taken before authorisation 2005.
16.
go back to reference European Medicines Agency. Cymbalta : EPAR - procedural steps taken before authorisation 2005. European Medicines Agency. Cymbalta : EPAR - procedural steps taken before authorisation 2005.
17.
go back to reference European Medicines Agency. Lyrica : EPAR - procedural steps taken before authorisation 2004. European Medicines Agency. Lyrica : EPAR - procedural steps taken before authorisation 2004.
18.
go back to reference Richards M. Extent and causes of international variations in drug usage. 2010;14386. Richards M. Extent and causes of international variations in drug usage. 2010;14386.
19.
go back to reference Erez M, Gati E. A dynamic, multi-level model of culture: from the micro level of the individual to the macro level of a global culture. Appl Psychol Int Rev. 2004;53(4):538–98.CrossRef Erez M, Gati E. A dynamic, multi-level model of culture: from the micro level of the individual to the macro level of a global culture. Appl Psychol Int Rev. 2004;53(4):538–98.CrossRef
20.
go back to reference Atkinson M, Coleman W. Policy networks, policy communities and the problems of governance. Governance Int J Policy Adm. 1992;5:154–80.CrossRef Atkinson M, Coleman W. Policy networks, policy communities and the problems of governance. Governance Int J Policy Adm. 1992;5:154–80.CrossRef
21.
go back to reference Hofstede G. Culture’s consequences: comparing values, behaviors, institutions, and organizations across nations. second ed. Thousand Oaks CA: Sage Publications; 2001. Hofstede G. Culture’s consequences: comparing values, behaviors, institutions, and organizations across nations. second ed. Thousand Oaks CA: Sage Publications; 2001.
22.
go back to reference Dahl S. Intercultural research: the current state of knowledge. Soc Sci Res Netw. 2004;30(7):1153–74. Dahl S. Intercultural research: the current state of knowledge. Soc Sci Res Netw. 2004;30(7):1153–74.
23.
go back to reference Pilnick A, Hindmarsh J, Gill VT. Beyond ‘doctor and patient’: developments in the study of healthcare interactions. Sociol Health Illn. 2009;31(6):787–802.CrossRefPubMed Pilnick A, Hindmarsh J, Gill VT. Beyond ‘doctor and patient’: developments in the study of healthcare interactions. Sociol Health Illn. 2009;31(6):787–802.CrossRefPubMed
24.
go back to reference Papadopoulos C. Stigma towards people with mental health problems: an individualism-collectivism cross-cultural comparison. London: Middlesex University; 2009. Papadopoulos C. Stigma towards people with mental health problems: an individualism-collectivism cross-cultural comparison. London: Middlesex University; 2009.
25.
go back to reference Bada M, editor. Culture and Social Structures. 44th Annual International Studies Association Convention; February 25 – March 1, 2003; Bada, M.; 2003. Bada M, editor. Culture and Social Structures. 44th Annual International Studies Association Convention; February 25 – March 1, 2003; Bada, M.; 2003.
26.
go back to reference Merritt AC, Helmreich RL. Human factors in the flight check: the influence of national culture. J Cross-Cult Psychol. 1996;27(5):24. Merritt AC, Helmreich RL. Human factors in the flight check: the influence of national culture. J Cross-Cult Psychol. 1996;27(5):24.
32.
go back to reference Bhimani A. Mapping methodological frontiers in cross-national management control research. Acc Organ Soc. 1999;24(5–6):412–40. Bhimani A. Mapping methodological frontiers in cross-national management control research. Acc Organ Soc. 1999;24(5–6):412–40.
33.
go back to reference Harrison GL, McKinnon JL. Cross-cultural research in management control systems design: a review of the current state. Acc Organ Soc. 1999;24(5–6):483–506.CrossRef Harrison GL, McKinnon JL. Cross-cultural research in management control systems design: a review of the current state. Acc Organ Soc. 1999;24(5–6):483–506.CrossRef
34.
go back to reference McSweeney B. Hofstede's model of national cultural differences and their consequences: a triumph of faith - a failure of analysis. Hum Relat. 2002;55(1):89–118.CrossRef McSweeney B. Hofstede's model of national cultural differences and their consequences: a triumph of faith - a failure of analysis. Hum Relat. 2002;55(1):89–118.CrossRef
35.
go back to reference Smith P. Culture’s consequences: something old and something new. Hum Relat. 2002;1:119–35.CrossRef Smith P. Culture’s consequences: something old and something new. Hum Relat. 2002;1:119–35.CrossRef
Metadata
Title
Variability in market uptake of psychotropic medications in Europe reflects cultural diversity
Authors
J. M. Hoebert
A. K. Mantel-Teeuwisse
H. G. M. Leufkens
L. van Dijk
Publication date
01-12-2017
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2017
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/s12913-017-2649-6

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