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. Author manuscript; available in PMC: 2022 Jun 27.
Published in final edited form as: Lancet Digit Health. 2022 Jun;4(6):e455–e465. doi: 10.1016/S2589-7500(22)00062-0

Table 1:

Selected characteristics of Pennsylvania and Arizona Medicaid beneficiaries

2013–16 Pennsylvania Medicaid (n=639 693)
External validation datasets
Training (n=213 231) Testing (n=213 231) Internal validation (n=213 231) 2017–18 Pennsylvania Medicaid (n=318 585) 2015–17 Arizona Medicaid (n=391 959)

Had ≥1 opioid overdose episode 2894 (1·4%) 2899 (1·4%) 2848 (1·3%) 2705 (0·8%) 2410 (0·6%)
Mean age, years 36·3 (12·2) 36·3 (12·3) 36·2 (12·2) 39·2 (12·5) 37·3 (12·8)
Age group, years
 18–30 87 767 (41·2%) 88 033 (41·3%) 88 294 (41·4%) 101 438 (31·8%) 150 595 (38·4%)
 31–40 52 403 (24·6%) 51 767 (24·3%) 52 074 (24·4%) 81 832 (25·7%) 94 507 (24·1%)
 41–50 38 348 (18·0%) 38 513 (18·1%) 38 390 (18·0%) 63 958 (20·1%) 71 377 (18·2%)
 51–64 34 499 (16·2%) 34 647 (16·2%) 34 246 (16·1%) 71 357 (22·4%) 75 480 (19·3%)
Sex
 Female 141 207 (66·2%) 141 084 (66·2%) 141 166 (66·2%) 209 397 (65·7%) 248 551 (63·4%)
 Male 72 024 (33·8%) 72 147 (33·8%) 72 065 (33·8%) 109 188 (34·3%) 143 408 (36·6%)
Race
 White 129 585 (60·8%) 129 668 (60·8%) 129 779 (60·9%) 198 166 (62·2%) 215 020 (54·9%)
 Black 56 318 (26·4%) 56 264 (26·4%) 56 476 (26·5%) 79 482 (24·9%) 34 954 (8·9%)
 Other or unknown 27 328 (12·8%) 27 299 (12·8%) 26 976 (12·7%) 40 937 (12·8%) 141 985 (36·2%)
Metropolitan residence 186 161 (87·3%) 186 316 (87·4%) 186 479 (87·5%) 276 640 (86·8%) 358 433 (91·4%)
Medicaid eligibility group at index
 Disabled 62 742 (29·4%) 62 609 (29·4%) 62 592 (29·4%) 70 025 (22·0%) 22 018 (5·6%)
 Newly eligible 46 819 (22·0%) 47 034 (22·1%) 46 956 (22·0%) 136 536 (42·9%) 190 911 (48·7%)
 Non-disabled adults 103 670 (48·6%) 103 588 (48·6%) 103 683 (48·6%) 112 024 (35·2%) 179 030 (45·7%)
Number of opioid fills 2·0 (1·7) 2·0 (1·7) 2·0 (1·7) 2·0 (1·7) 1·8 (1·5)
Average daily MME 37·1 (60·8) 37·0 (48·7) 37·0 (80·4) 37·7 (229·4) 39·3 (42·6)
Cumulative days of concurrent opioid and benzodiazepine use 3·0 (12·6) 2·9 (12·5) 3·0 (12·7) 3·9 (15·0) 2·7 (12·1)
Number of gabapentinoid fills 0·19 (0·7) 0·19 (0·7) 0·19 (0·7) 0·39 (1·1) 0·22 (0·8)
Number of hospitalisations 0·07 (0·3) 0·07 (0·4) 0·07 (0·4) 0·08 (0·3) 0·07 (0·4)
Number of emergency department visits 0·65 (1·2) 0·65 (1·2) 0·65 (1·3) 0·64 (1·3) 0·79 (1·4)
Opioid use disorder 9694 (4·5%) 9729 (4·6%) 9523 (4·5%) 18 730 (5·9%) 10 884 (2·8%)
Alcohol use disorder 5864 (2·8%) 5814 (2·7%) 5900 (2·8%) 9431 (3·0%) 11 554 (2·9%)
Anxiety disorders 26 579 (12·5%) 26 436 (12·4%) 26 368 (12·4%) 60 225 (18·9%) 47 132 (12·0%)
Mood disorders 38 809 (18·2%) 38 539 (18·1%) 38 325 (18·0%) 67 635 (21·2%) 48 132 (12·3%)

Data are n (%) or mean (SD). MME=morphine milligram equivalent.