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Association of area-level education with the regional growth trajectories of rates of antibacterial dispensing to patients under 3 years in Norway: a longitudinal retrospective study
OBJECTIVE: To examine the association between area-level education and the local growth trajectories in antibacterial dispensing rates in Norwegian municipalities among children under 3 years old. DESIGN: Retrospective, longitudinal study using individual primary care prescription data from the Norw...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BMJ Publishing Group
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9462082/ https://www.ncbi.nlm.nih.gov/pubmed/36691217 http://dx.doi.org/10.1136/bmjopen-2021-058491 |
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author | Svalestuen, Sigbjørn Svendsen, Kristian Eggen, Anne Elise Småbrekke, Lars |
author_facet | Svalestuen, Sigbjørn Svendsen, Kristian Eggen, Anne Elise Småbrekke, Lars |
author_sort | Svalestuen, Sigbjørn |
collection | PubMed |
description | OBJECTIVE: To examine the association between area-level education and the local growth trajectories in antibacterial dispensing rates in Norwegian municipalities among children under 3 years old. DESIGN: Retrospective, longitudinal study using individual primary care prescription data from the Norwegian Prescription Database for the period 2006–2016. Data were collected on the date of dispensing, the type and amount of antibiotic, the patient’s age, sex and municipality of residence and linked to municipality-level statistics on education available from Statistics Norway. We used multilevel growth curve modelling, with a linear trend variable modelled as a random effect and a cross-level interaction between linear trends and the proportion of the population in the municipality having received a university or college education. SETTING: The local government level in Norway. The sample includes all municipalities over the study period. OUTCOME MEASURE: Number of dispensed antibacterial prescriptions per 100 children in individual primary care by municipality and year. RESULTS: We identified a significant negative linear trend in the square root of the dispensing rate for children under 3 years old during the period. This trend varied between municipalities. A negative cross-level interaction term between population education levels and random trends showed that municipalities with an average level of population education saw a reduction in their square root dispensing rates of −0.053 (95% CI −0.066 to −0.039) prescriptions per 100 children. Each additional percentage point in population education contributed a further −0.0034 (95% CI −0.006 to –0.001) reduction to the square root dispensing rate. CONCLUSIONS: Municipalities in which a larger proportion of the local population have high educational achievements have been more successful in reducing antibacterial dispensing rates in children under 3 years old. Adopting area-level strategies and addressing local community disadvantages may help to optimise practices and prescribing patterns across local communities. |
format | Online Article Text |
id | pubmed-9462082 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-94620822022-09-14 Association of area-level education with the regional growth trajectories of rates of antibacterial dispensing to patients under 3 years in Norway: a longitudinal retrospective study Svalestuen, Sigbjørn Svendsen, Kristian Eggen, Anne Elise Småbrekke, Lars BMJ Open Public Health OBJECTIVE: To examine the association between area-level education and the local growth trajectories in antibacterial dispensing rates in Norwegian municipalities among children under 3 years old. DESIGN: Retrospective, longitudinal study using individual primary care prescription data from the Norwegian Prescription Database for the period 2006–2016. Data were collected on the date of dispensing, the type and amount of antibiotic, the patient’s age, sex and municipality of residence and linked to municipality-level statistics on education available from Statistics Norway. We used multilevel growth curve modelling, with a linear trend variable modelled as a random effect and a cross-level interaction between linear trends and the proportion of the population in the municipality having received a university or college education. SETTING: The local government level in Norway. The sample includes all municipalities over the study period. OUTCOME MEASURE: Number of dispensed antibacterial prescriptions per 100 children in individual primary care by municipality and year. RESULTS: We identified a significant negative linear trend in the square root of the dispensing rate for children under 3 years old during the period. This trend varied between municipalities. A negative cross-level interaction term between population education levels and random trends showed that municipalities with an average level of population education saw a reduction in their square root dispensing rates of −0.053 (95% CI −0.066 to −0.039) prescriptions per 100 children. Each additional percentage point in population education contributed a further −0.0034 (95% CI −0.006 to –0.001) reduction to the square root dispensing rate. CONCLUSIONS: Municipalities in which a larger proportion of the local population have high educational achievements have been more successful in reducing antibacterial dispensing rates in children under 3 years old. Adopting area-level strategies and addressing local community disadvantages may help to optimise practices and prescribing patterns across local communities. BMJ Publishing Group 2022-09-08 /pmc/articles/PMC9462082/ /pubmed/36691217 http://dx.doi.org/10.1136/bmjopen-2021-058491 Text en © Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Public Health Svalestuen, Sigbjørn Svendsen, Kristian Eggen, Anne Elise Småbrekke, Lars Association of area-level education with the regional growth trajectories of rates of antibacterial dispensing to patients under 3 years in Norway: a longitudinal retrospective study |
title | Association of area-level education with the regional growth trajectories of rates of antibacterial dispensing to patients under 3 years in Norway: a longitudinal retrospective study |
title_full | Association of area-level education with the regional growth trajectories of rates of antibacterial dispensing to patients under 3 years in Norway: a longitudinal retrospective study |
title_fullStr | Association of area-level education with the regional growth trajectories of rates of antibacterial dispensing to patients under 3 years in Norway: a longitudinal retrospective study |
title_full_unstemmed | Association of area-level education with the regional growth trajectories of rates of antibacterial dispensing to patients under 3 years in Norway: a longitudinal retrospective study |
title_short | Association of area-level education with the regional growth trajectories of rates of antibacterial dispensing to patients under 3 years in Norway: a longitudinal retrospective study |
title_sort | association of area-level education with the regional growth trajectories of rates of antibacterial dispensing to patients under 3 years in norway: a longitudinal retrospective study |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9462082/ https://www.ncbi.nlm.nih.gov/pubmed/36691217 http://dx.doi.org/10.1136/bmjopen-2021-058491 |
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