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Table 1 Data sources

From: A national analysis of the pharmacy workforce in Indonesia

Data sources

Key variables

Data retrieval

National Pharmacy Committee database*

Date of birth (converted to age), gender, year of graduation, Higher Education Institutions (HEIs), license validity

28 May 2019

Ministry of Education website [26]

University, pharmacy programmes establishment date, average pharmacy students number in bachelor programmes (cohort size) in a year

20 April 2020

Ministry of Education, Culture, Research and Technology report [27, 28]

Number of general and vocational senior secondary school pupils per province

15 December 2020

Ministry of Health Website** [29]

Number of pharmacy workforce (pharmacists and pharmacy technicians) in 2019

21 April 2020, data for 31 December 2019

Indonesian Pharmacists Association (IAI) database***

Practice sector, date of birth (converted to age), gender

23 October 2021

  1. *Total pharmacists: 77 191; two cases on the ‘year of graduation’ variable were missing
  2. **The pharmacy workforce number included in this dataset consisted of the sum of pharmacists and pharmacy technicians who practise in the healthcare facilities (public and some private facilities). There were no trend data available for the number of pharmacists (only) in each province
  3. ***Total pharmacists: 78 914. There were (1) 54 331 data on the sector of practice; (2) 78 514 data on age; and (3) 78 914 data on gender