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. Author manuscript; available in PMC: 2019 Oct 1.
Published in final edited form as: Diabetes Obes Metab. 2019 May 29;21(9):2029–2038. doi: 10.1111/dom.13766

Table 1.

General characteristics of the reviewed studies

Characteristic All (N = 155) Cohort studies (N = 100) Case-control studies (N = 55)
N (%) N (%) N (%)
Publication year
  2000–2008 11 (7%) 4 (4%) 7 (13%)
  2009 10 (6%) 5 (5%) 5 (9%)
  2010 11 (7%) 5 (5%) 6 (11%)
  2011 18 (12%) 12 (12%) 6 (11%)
  2012 34 (22%) 27 (27%) 7 (13%)
  2013 33 (21%) 18 (18%) 15 (27%)
  2014 26 (17%) 21 (21%) 5 (9%)
  2015 12 (8%) 8 (8%) 4 (7%)
Geographic region of study population
  North America 36 (23%) 21 (21%) 15 (27%)
  Europe 65 (42%) 38 (38%) 27 (49%)
  Southeast Asia 51 (33%) 39 (39%) 12 (22%)
  Middle east 1 (1%) 1 (1%) 0 (0%)
  Multiple regions 2 (1%) 1 (1%) 1 (2%)
Data source
  Administrative insurance claims 47 (30%) 38 (38%) 9 (16%)
  Medical records 44 (28%) 21 (21%) 23 (42%)
  Disease registry 6 (4%) 5 (5%) 1 (2%)
  Longitudinal survey/Secondary data analysis 8 (5%) 7 (7%) 1 (2%)
  Primary data collection 10 (6%) 0 (0%) 10 (18%)
  Multiple linked data sources 40 (26%) 29 (29%) 11 (20%)
Exposure§
  Alpha-glucosidase inhibitors 12 (8%) 8 (8%) 4 (7%)
  Dipeptidyl peptidase-4 inhibitors 2 (1%) 1 (1%) 1 (2%)
  Injectable glucagon-like peptide-1 receptor agonists 2 (1%) 1 (1%) 1 (2%)
  Insulin 80 (52%) 49 (49%) 31 (56%)
  Meglitinides 8 (5%) 4 (4%) 4 (7%)
  Metformin 77 (50%) 41 (41%) 36 (65%)
  Sulfonylureas 48 (31%) 25 (25%) 23 (42%)
  Thiazolidinediones 55 (35%) 34 (34%) 21 (38%)
  Any glucose-lowering medication 11 (7%) 8 (8%) 3 (5%)
  Any agent from a pre-specified group of therapeutic classes 8 (5%) 6 (6%) 2 (4%)
  Polytherapy with multiple therapeutic agents 11 (7%) 8 (8%) 3 (5%)
Outcomes§
  Lip, oral cavity and pharynx cancer 3 (2%) 3 (3%) 0 (0%)
  Digestive organs cancer 60 (39%) 31 (31%) 29 (53%)
  Respiratory and intrathoracic organs cancer 15 (10%) 11 (11%) 4 (7%)
  Skin cancer 4 (3%) 4 (4%) 0 (0%)
  Breast cancer 27 (17%) 22 (22%) 5 (9%)
  Female genital organs cancer 10 (6%) 8 (8%) 2 (4%)
  Male genital organs cancer 26 (17%) 19 (19%) 7 (13%)
  Urinary tract cancer 28 (18%) 22 (22%) 6 (11%)
  Eye, brain and other parts of central nervous system cancer 1 (1%) 0 (0%) 1 (2%)
  Thyroid and other endocrine glands cancer 3 (2%) 3 (3%) 0 (0%)
  Lymphoid, hematopoietic and related tissue cancer 4 (3%) 4 (4%) 0 (0%)
  Any cancer 49 (32%) 42 (42%) 7 (13%)
  Any cancer from a pre-specified group of cancer types 2 (1%) 2 (2%) 0 (0%)

Secondary data analyses: analyses of data collected from clinical trials, prospective cohort studies or case-control studies conducted for a different research question

Primary data collection: prospective cohort studies, case-control studies with recruitment, interview, questionnaire or follow-up

§

Categories are not mutually exclusive

Including studies that evaluated any cancer except nonmelanoma skin cancer (NMSC) (7 cohort and 0 case-control studies)