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. Author manuscript; available in PMC: 2026 Jan 1.
Published in final edited form as: AIDS Care. 2024 Nov 3;37(1):99–111. doi: 10.1080/09540121.2024.2414083

Table 3.

Stigma/discrimination, HIV services, and biomarkers among female sex workers (FSW), commercially and sexually exploited (CSE) girls and men who have sex with men and transgender women (MSM/TGW) in Papua New Guinea (2016–2017).

FSW/CSE Girls (n = 1789) MSM/TGW (n = 855)
15–24 years (n = 720) Sample proportion (unweighted) % Population proportion (weighted) % (95% CI) ≥25 years (n = 1069) Sample proportion (unweighted) % Population proportion (weighted) % (95% CI) 15–24 years (n = 378) Sample proportion (unweighted) % Population proportion (weighted) % (95% CI) ≥25 years (n = 477) Sample proportion (unweighted) % Population proportion (weighted) % (95% CI)
Ashamed to be FSW/CES girls or MSM/TGW
Yes 342 49.7 51.8 (47.6–56.0) 469 45.2 48.1 (44.6–51.6) 109 29.9 31.9 (25.1–38.6) 135 29.2 30.6 (25.2–35.9)
No 346 50.3 48.2 (44.0–52.4) 568 54.8 51.9 (48.4–55.4) 256 70.1 68.1 (61.4–74.9) 328 70.8 69.4 (64.1–74.8)
Ashamed to disclose sex work to healthcare worker
Yes 171 32.5 33.0 (28.4–37.6) 240 28.9 29.5 (25.6–33.4)
No 356 67.5 67 (62.4–71.6) 590 71.1 70.5 (66.6–74.4)
Family’s attitude to MSM/TGW status
Accepts me 41 11 10.8 (6.2–15.3) 70 14.8 12.8 (8.6–17)
Doesn’t know 324 86.6 86.2 (81.2–91.2) 394 83.1 85.2 (80.8–89.6)
Rejects me 9 2.4 3.0 (0.6–5.4) 10 2.1 2 (0.4–3.6)
Ever been arrested because FSW or MSM/TGW
Yes 47 6.6 5.5 (3.8–7.3) 105 9.8 10 (7.6–12.4) 6 1.6 1.7 (1.3–2.3) 15 3.1 3.8 (1.3–6.2)
No 671 93.4 94.5 (92.7–96.3) 963 90.2 90 (87.5–92.4) 372 98.4 98.3 (97.7–98.7) 462 96.9 96.2 (93.8–98.7)
Experienced physical violence, last 12 months
Yes 201 27.9 28.3 (24.3–32.4) 201 19.0 17.4 (14.6–20.1) 104 27.9 25.7 (20.0–31.5) 129 27.5 29.9 (24.5–35.2)
No 519 72.1 71.7 (67.6–75.7) 857 81.0 82.6 (79.9–85.4) 269 72.1 74.3 (68.5–80.0) 341 72.6 70.1 (64.8–75.5)
Access support services after any physical violence
Yes 69 34.3 34.8 (26.4–43.2) 92 45.8 39.4 (30.1–48.7) 28 31.5 25.3 (13.4–37.1) 35 34.3 38.6 (27.3–49.9)
No 132 65.7 65.2 (56.8–73.6) 109 54.2 60.6 (51.3–69.9) 61 68.5 74.7 (62.9–86.5) 67 65.7 61.4 (50.1–72.7)
Experienced sexual violence, last 12 months
Yes 134 18.7 17.2 (13.8–20.6) 148 14.0 13.0 (10.5–15.5) 32 8.5 6.3 (3.5–9.1) 40 8.4 9.8 (6.2–13.4)
No 583 81.3 82.8 (79.4–86.2) 910 86.0 87.0 (84.5–89.5) 346 91.5 93.7 (90.9–96.5) 435 91.6 90.2 (86.6–93.8)
Access support services after any sexual violence
Yes 51 38.1 42.4 (31.6–53.2) 47 31.8 27.0 (20.1–33.9) 2 6.7 13.6 (−5.9–33.1) 1 2.6 3.5 (1.1–5.9)
No 83 61.9 57.6 (46.8–68.4) 101 68.2 73.0 (66.1–79.9) 28 93.3 86.4 (66.9–105.9) 37 97.4 96.5 (94.1–98.9)
Spoke with peer educator or outreach worker, last 12 months
Yes 338 48.6 43.7 (39.1–48.4) 561 53.9 51.1 (47.2–55) 194 52.4 46.4 (39.3–53.5) 276 59.5 56.6 (50.6–62.6)
No 358 51.4 56.3 (51.7–60.9) 479 46.1 48.9 (45–52.8) 176 47.6 53.6 (46.5–60.7) 188 40.5 43.4 (37.4–49.4)
Given free condoms, last 12 months
Yes 359 50.2 47.9 (43.4–52.5) 667 62.6 58.0 (54.1–61.8) 200 53.5 55.1 (48.4–61.9) 308 64.8 59.9 (54.2–65.6)
No 356 49.8 52.1 (47.5–56.6) 399 37.4 42.0 (38.2–45.9) 174 46.5 44.9 (38.1–51.6) 167 35.2 40.1 (34.4–45.8)
Comprehensive knowledge of HIV
Yes 193 26.8 27.1 (23.4–30.7) 419 39.2 35.5 (31.8–39.2) 145 38.4 34.5 (27.8–41.3) 221 46.3 45.9 (40.1–51.7)
No 527 73.2 72.9 (69.3–76.6) 650 60.8 64.5 (60.8–68.2) 233 61.6 65.5 (58.7–72.2) 256 53.7 54.1 (48.3–59.9)
Active syphilis
Yes 31 4.3 3.9 (3.4–4.5) 61 5.7 6.0 (4.4–7.6) 22 5.8 5.7 (4.6–7.2) 26 5.5 3.7 (1.9–5.5)
No 687 95.7 96.1(95.5–96.6) 1003 94.3 94.0 (92.4–95.6) 355 94.2 94.3 (92.9–95.4) 449 94.5 96.3 (94.5–98.1)
Have chlamydia and/or gonorrhea
Yes, have both 128 18.2 18.9 (15.2–22.5) 81 7.7 6.2 (4.3–8.1) 35 9.6 10.5 (6.1–14.8) 19 4.1 4.9 (2.4–7.3)
Yes, have either 52 7.4 5.9 (4.1–7.6) 54 5.1 3.7 (2.5–5) 71 19.5 15.8 (11.6–20.1) 65 14.0 13.9 (10–17.9)
No 524 74.4 71.4 (79.2–89.9) 920 87.2 90.1 (87.8–92.4) 258 70.9 73.6 (67.6–79.5) 381 81.9 81.2 (76.6–85.8)
Ever tested for HIV
Yes 439 61 57.8 (53.3–62.3) 767 71.9 71.5 (67.8–75.1) 112 29.6 31.8 (25.4–38.3) 204 42.8 41.8 (35.4–48.2)
No 281 39 42.2 (37.8–46.7) 300 28.1 28.5 (24.9–32.2) 266 70.4 68.2 (61.7–74.6) 273 57.2 58.2 (51.8–64.6)
HIV Status
Positive 105 14.8 13.3 (10.2–16.4) 165 15.7 17.9 (14.6–21.2) 17 4.6 13.3 (10.3–16.3) 37 7.9 17.9 (14.6–21.2)
Negative 605 85.2 86.7 (83.6–89.8) 887 84.3 82.1 (78.8–85.4) 356 95.4 86.7 (83.7–89.7) 430 92.1 82.1 (78.8–85.4)
Know their HIV status (First 90)
Yes 57 54.3 57.2 (53.3–61.1) 47 29.2 30.3 (23.7–37.0) 9 52.9 53.7 (45.6–61.6)* 22 59.5 67.48 (62.4–72.9)*
No 48 45.7 42.8 (38.9–46.8) 114 70.8 69.7 (63–76.3) 8 47.1 46.3 (38.4–54.5)* 15 40.5 32.52 (27.4–38)*
HIV positive and on treatment (Second 90)
Yes 41 85.4 83.5 (78.5–87.5) 109 95.6 95.5 (92.1–98.9) 7 87.5 95.1 (87.0–98.2)* 11 73.3 74.7 (65–88.1)*
No 7 14.6 16.5 (12.5–21.5) 5 4.4 4.5 (1–7.9) 1 12.5 4.9 (1.8–13.0)* 4 26.7 25.3 (15.6–38.2)*
On treatment with HIV viral suppression (Third 90)
Yes 30 73.2 83.2 (77.6–87.6) 86 78.9 80.8 (72.8–88.8) 7 100.0 100.0* 8 72.7 74.8 (61.8–84.4)*
No 11 26.8 16.8 (12.4–22.3) 23 21.1 19.2 (11.2–27.2) 0 0.0 0.0* 3 27.3 25.2 (15.6–38.2)*
*

Wilson binomial estimates.