| Literature DB >> 35162916 |
Ana-Marija Tomasi1, Shameran Slewa-Younan2,3, Renu Narchal1, Pilar Rioseco4.
Abstract
The current longitudinal study sought to identify predictors of professional help seeking for mental health problems amongst Afghan and Iraqi refugees five years post-settlement utilising the Building a New Life in Australia dataset (BNLA). Data were collected via face-to-face or phone interviews across five waves from October 2013 to March 2018. Afghan and Iraqi born refugees numbering 1180 and over 18 years of age with a permanent humanitarian visa were included in this study. The results suggest differences in help-seeking behaviors amongst the two ethnic groups. Amongst the Afghan sample, older adults with high psychological distress were more likely to seek help, while living in regional Australia, not requiring interpreters, and knowing how to find out information about government services were related to lower likelihood of help-seeking. Within the Iraqi sample, poor overall health and knowing how to find out about services were related to a greater likelihood of help-seeking, while fewer financial hardships decreased the likelihood of help-seeking. Amongst those with probable PTSD, disability was associated with an increased likelihood of help-seeking while experiencing fewer financial hardships and living in regional Australia resulted in a lower likelihood of help-seeking in this group. These results have implications for promotional material and mental health interventions, suggesting that more integrated services tailored to specific characteristics of ethnic groups are needed.Entities:
Keywords: PTSD; acculturation; discrimination; help-seeking; mental health; physical health; privacy; refugees; structural barriers; trauma exposure
Mesh:
Year: 2022 PMID: 35162916 PMCID: PMC8835451 DOI: 10.3390/ijerph19031896
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Descriptive statistics of predictor variables by country of birth, PTSD sample and total sample.
| Variables | Afghanistan % ( | Iraq % ( | PTSD % ( | Total % ( | |
|---|---|---|---|---|---|
| Socio-demographics | |||||
| Age | 38.72 (379; 0.600) | 43.51 (743; 0.536) | 45.14 (281; 0.679) | 41.89 (1122; 0.414) | |
| Gender | Male | 56.3 (229) | 52.5(406) | 45.9 (129) | 53.8 (635) |
| Female | 43.7 (178) | 47.5(367) | 54.1 (152) | 46.2 (545) | |
| Married/Partnered | No | 31.7 (120) | 31.0 (229) | 31.3 (88) | 31.3 (349) |
| Yes | 68.3(258) | 69.0 (509) | 68.7 (193) | 68.7 (767) | |
| Education Level | Never attended School | 40.6 (164) | 6.0 (55) | 11.5 (32) | 17.9 (210) |
| 9 years or less | 45.5(184) | 39.5 (304) | 44.6 (124) | 41.6 (488) | |
| 10 years or less | 11.4(46) | 32.0 (246) | 22.3 (62) | 24.9 (292) | |
| Post-school education | 2.5 (10) | 22.5 (173) | 21.6 (60) | 15.6 (183) | |
| Location | Major cities | 86.1 (327) | 99.6 (740) | 94.7 (266) | 95.0 (1067) |
| Regional Australia | 13.9 (53) | 0.4(3) | 5.3 (15) | 5.0 (56) | |
| English Proficiency | Not at all | 18.9 (71) | 14.3 (105) | 21.0 (59) | 15.8 (176) |
| Not well | 44.4 (167) | 45.4 (334) | 49.8 (140) | 45.1 (501) | |
| Well/Very well | 36.7 (138) | 40.2 (296) | 29.2 (82) | 39.1 (434) | |
| Health | |||||
| Self-rated Health | Good | 70.6 (266) | 51.2 (377) | 29.2 (82) | 57.8 (643) |
| Fair | 15.1 (57) | 26.0 (191) | 32.4 (91) | 22.3 (248) | |
| Poor | 14.3 (54) | 22.8 (168) | 38.4 (108) | 19.9 (222) | |
| Kessler6 Total Score | 11.37 (377; 0.294) | 13.07 (735; 0.237) | 18.43 (0.374) | 12.49 (1112; 0.187) | |
| PTSD | Unlikely to have PTSD | 85.4 (321) | 69.2 (507) | - | 74.7 (828) |
| May have PTSD | 14.6 (55) | 30.8 (226) | 100 (281) | 25.3 (281) | |
| Long Term Illness/Disability | Yes | 28.5 (106) | 43.0 (305) | 61.5 (169) | 38.0 (411) |
| No | 71.5 (266) | 57.0 (405) | 38.5 (106) | 62.0 (671) | |
| Trauma Exposure | |||||
| Traumatic Events | No response | 22.7 (82) | 8.0 (56) | 7.2 (19) | 13.0 (138) |
| 1 | 35.7 (129) | 21.6(152) | 24.2 (64) | 26.4 (281) | |
| 2 | 15.0 (54) | 15.2 (107) | 10.2 (27) | 15.1 (161) | |
| 3 | 8.0 (29) | 18.6 (131) | 15.5 (41) | 15.0 (160) | |
| 4 or more | 18.6 (67) | 36.6 (257) | 42.8 (113) | 30.5 (324) | |
| Structural Barriers | |||||
| Financial Hardship | 0 | 62.3 (236) | 52.7 (389) | 35.7 (100) | 56.0 (625) |
| 1 | 12.4 (47) | 22.6 (167) | 28.2 (79) | 19.2 (214) | |
| 2 | 10.0 (38) | 11.9 (88) | 14.3 (40) | 11.3 (126) | |
| 3 | 6.9 (26) | 7.7 (57) | 13.2 (37) | 7.4 (83) | |
| 4 or more | 8.4 (32) | 5.0 (37) | 8.6 (24) | 6.2 (69) | |
| Got interpreter when needed | Never | 18.6 (70) | 13.9(102) | 3.6 (10) | 15.5 (172) |
| Some of the time | 35.4 (133) | 26.0 (191) | 22.4 (63) | 29.1 (324) | |
| Most of the time | 10.4 (39) | 18. 5(136) | 20.6 (58) | 15.7 (175) | |
| Always | 19.1 (72) | 31.4 (231) | 41.6 (117) | 27.2 (303) | |
| Haven’t needed | 16.5 (62) | 10.3 (76) | 11.7 (33) | 12.4 (138) | |
| Use public transport | Would know very well | 61.2 (226) | 53.0 (376) | 42.5 (117) | 55.8 (602) |
| Would know fairly well | 19.0 (70) | 21.9 (155) | 26.2 (72) | 20.9 (225) | |
| Would know a little | 10.8 (40) | 13.4 (95) | 16.7 (46) | 12.5 (135) | |
| Wouldn’t know at all | 8.9 (33) | 11.7 (83) | 14.5 (40) | 10.8 (116) | |
| Find gov. services | Would know very well | 28.8 (106) | 34.5 (244) | 14.6 (40) | 32.6 (350) |
| Would know fairly well | 19.8 (73) | 21.5 (152) | 23.4 (64) | 20.9 (225) | |
| Would know a little | 20.7 (76) | 26.2 (185) | 33.6 (92) | 24.3 (261) | |
| Wouldn’t know at all | 30.7 (113) | 17.8 (126) | 28.5 (78) | 22.2 (239) | |
| Aus. Driver’s Licence | Yes | 84.1 (328) | 76.7 (569) | 73.5 (202) | 79.2 (897) |
| No | 15.9 (62) | 23.3 (173) | 26.5 (73) | 20.8 (235) | |
| Acculturation | |||||
| Time between arrival and interview | 2 years | 3.7 (14) | 3.8 (28) | 2.1 (6) | 3.7 (42) |
| 3 years | 76.3 (289) | 93.5 (695) | 92.5 (260) | 87.7 (984) | |
| 4 or more | 20.1 (76) | 2.7 (20) | 5.3 (15) | 8.6 (96) | |
| Community Support (own) | Yes | 26.1 (94) | 27.9 (205) | 29.4 (82) | 27.3 (299) |
| Sometimes | 29.4 (106) | 21.4 (157) | 23.3 (65) | 24.0 (263) | |
| No | 44.4 (160) | 50.7 (372) | 47.3 (132) | 48.6 (532) | |
| Community Support (other) | Yes | 12.3 (43) | 18.6 (135) | 14.3 (39) | 16.6 (178) |
| Sometimes | 14.8 (52) | 13.7 (99) | 15.8 (43) | 14.0 (151) | |
| No | 72.9 (256) | 67.7 (490) | 69.9 (190) | 69.4 (746) | |
| Friends in Australia | Mostly own ethnic/rel | 43.9 (147) | 39.2 (260) | 43.3 (113) | 40.7 (407) |
| Mostly mixture/other comm | 47.8 (160) | 50.8 (337) | 41.4 (108) | 49.7 (497) | |
| No friends Aus yet | 8.4 (28) | 10.1 (67) | 15.3 (40) | 9.5 (95) | |
| Source of stress-getting used to life in Australia | No selected | 92.9 (312) | 89.8 (624) | 83.0 (224) | 90.8 (938) |
| Selected | 7.1 (24) | 10.2 (71) | 17.0 (46) | 9.2 (95) | |
| Trust | |||||
| Privacy | Non response | 16.7 (57) | 9.9 (71) | 9.5 (25) | 9.8 (100) |
| Yes | 9.4 (32) | 8.0 (57) | 7.6 (20) | 5.2 (53) | |
| No | 56.3 (192) | 74.3 (532) | 69.7 (184) | 70.6 (720) | |
| Haven’t used gov. services | 17.6 (60) | 7.8 (56) | 13.3 (35) | 14.4 (147) | |
| Discrimination | |||||
| Discrimination | No | 91.5 (345) | 93.3 (684) | 86.7 (242) | 92.7 (1029) |
| Yes | 8.5 (32) | 6.7 (49) | 13.3 (37) | 7.3 (81) | |
N = number of observations in the entire sample; n = number of observations in each variable; % is percentage of participants; SE = standard error.
Multivariate analysis by country of birth, including the predictors in blocks (demographics, health, trauma exposure, structural barriers, acculturation, trust and discrimination and the criterion professional help-seeking) and the full model.
| Afghanistan | Iraq | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Block Model | Full Model | Block Model | Full Model | ||||||
| OR | 95% CI | OR | 95% CI | OR | 95% CI | OR | 95% CI | ||
| Socio-demographics | |||||||||
| Age | 1.04 *** | [1.02,1.07] | 1.04 * | [1.00,1.07] | 1.02 ** | [1.01,1.04] | 1.01 | [0.99,1.03] | |
| Gender | Male (ref.) | ||||||||
| Female | 1.91 * | [1.17,3.12] | 1.20 | [0.65,2.23] | 1.03 | [0.77,1.38] | 1.17 | [0.83,1.65] | |
| Married/Partnered | No (ref.) | ||||||||
| Yes | 0.79 | [0.45,1.40] | - | - | 1.11 | [0.77,1.62] | - | - | |
| Education level | Never attended School (ref.) | ||||||||
| 9 years or less | 1.26 | [0.76,2.09] | - | - | 1.66 | [0.72,3.82] | - | - | |
| 10 years or less | 1.16 | [0.51,2.62] | - | - | 1.74 | [0.73,4.14] | - | - | |
| Post-school education | 0.67 | [0.10,4.59] | - | - | 1.46 | [0.59,3.61] | - | - | |
| Location | Major cities (ref.) | ||||||||
| Regional Australia | 0.34 * | [0.14,0.79] | 0.19 *** | [0.08,0.48] | 1.00 | [1.00,1.00] | - | - | |
| English proficiency | Not at all (ref.) | ||||||||
| Not well | 0.79 | [0.40,1.59] | 1.47 | [0.57,3.78] | 0.63 | [0.38,1.05] | 0.62 | [0.36,1.07] | |
| Well/Very well | 0.71 | [0.30,1.69] | 2.56 | [0.80,8.23] | 0.46 * | [0.25,0.84] | 0.55 | [0.27,1.14] | |
|
| 373 | 728 | |||||||
| Health | |||||||||
| Self-rated health | Good (ref.) | ||||||||
| Fair | 2.09 * | [1.13,3.88] | 1.89 | [0.89,4.04] | 1.54 | [0.99,2.40] | 1.49 | [0.92,2.41] | |
| Poor | 2.57 * | [1.22,5.40] | 1.40 | [0.54,3.64] | 2.12 ** | [1.24,3.62] | 2.09 * | [1.15,3.79] | |
| Kessler 6 | 1.06 * | [1.01,1.12] | 1.11 ** | [1.04,1.19] | 1.05 ** | [1.02,1.09] | 1.05 * | [1.01,1.09] | |
| PTSD | No PTSD (ref.) | ||||||||
| Probable PTSD | 0.84 | [0.38,1.87] | 1.05 | [0.41,2.68] | 0.98 | [0.63,1.51] | 1.06 | [0.66,1.70] | |
| Long term illness or disability | No (ref.) | ||||||||
| Yes | 1.48 | [0.80,2.73] | 1.61 | [0.80,3.23] | 2.51 *** | [1.72,3.64] | 2.31 *** | [1.51,3.55] | |
|
| 371 | 708 | |||||||
| Trauma Exposure | |||||||||
| 1 (ref.) | |||||||||
| 2 | 1.04 | [0.53,2.04] | - | - | 1.85 * | [1.08,3.16] | - | - | |
| 3 | 0.86 | [0.36,2.08] | - | - | 2.05 ** | [1.23,3.43] | - | - | |
| 4+ | 1.04 | [0.55,1.93] | - | - | 2.19 *** | [1.42,3.39] | - | - | |
| No response | 0.72 | [0.39,1.33] | - | - | 1.53 | [0.81,2.88] | - | - | |
|
| 361 | 703 | |||||||
| Structural Barriers | |||||||||
| Financial Hardship | 4 or more (ref.) | ||||||||
| 0 | 0.60 | [0.25,1.42] | 1.37 | [0.48,3.91] | 0.27 ** | [0.12,0.61] | 0.41 * | [0.19,0.89] | |
| 1 | 0.91 | [0.32,2.54] | 1.18 | [0.39,3.57] | 0.32 ** | [0.14,0.73] | 0.39 * | [0.18,0.85] | |
| 2 | 1.23 | [0.42,3.60] | 1.98 | [0.61,6.40] | 0.21 ** | [0.08,0.54] | 0.21 *** | [0.08,0.52] | |
| 3 | 0.31 * | [0.10,0.98] | 0.49 | [0.13,1.87] | 0.83 | [0.29,2.37] | 0.90 | [0.31,2.64] | |
| Got interpreter when needed | Never (ref.) | ||||||||
| Some of the time | 1.53 | [0.77,3.04] | 1.28 | [0.55,2.98] | 2.20 * | [1.17,4.12] | 1.24 | [0.64,2.43] | |
| Most of the time | 1.05 | [0.38,2.88] | 0.91 | [0.28,3.01] | 1.95 | [0.95,3.97] | 0.95 | [0.41,2.18] | |
| Always | 2.03 | [0.93,4.43] | 1.27 | [0.45,3.58] | 3.78 *** | [1.92,7.43] | 1.44 | [0.65,3.18] | |
| Haven’t needed | 0.31 * | [0.10,0.92] | 0.28 * | [0.09,0.86] | 1.47 | [0.67,3.21] | 1.29 | [0.56,2.98] | |
| Use public transport | Wouldn’t know at all (ref.) | ||||||||
| Would know very well | 1.10 | [0.44,2.78] | - | - | 0.69 | [0.35,1.35] | - | - | |
| Would know fairly well | 1.38 | [0.49,3.90] | - | - | 0.67 | [0.33,1.35] | - | - | |
| Would know a little | 2.21 | [0.80,6.13] | - | - | 0.93 | [0.46,1.86] | - | - | |
| Find gov. services | Wouldn’t know at all (ref.) | ||||||||
| Would know very well | 0.71 | [0.35,1.47] | 0.61 | [0.27,1.38] | 1.50 | [0.82,2.74] | 2.07 * | [1.15,3.75] | |
| Would know fairly well | 0.46 | [0.21,1.02] | 0.33 ** | [0.15,0.76] | 1.48 | [0.80,2.75] | 1.81 | [0.99,3.31] | |
| Would know a little | 0.49 * | [0.25,0.96] | 0.52 | [0.24,1.15] | 1.16 | [0.67,2.01] | 1.35 | [0.78,2.35] | |
| Aus. Driver’s | No (ref.) | ||||||||
| Yes | 0.53 * | [0.28,1.00] | - | - | 0.78 | [0.50,1.22] | - | - | |
|
| 362 | 691 | |||||||
| Acculturation | |||||||||
| Time btw. Arrival and interview | 4 or more (ref.) | ||||||||
| 3 years | 0.67 | [0.36,1.26] | - | - | 1.16 | [0.33,4.09] | - | - | |
| 2 years | 0.37 | [0.06,2.16] | - | - | 1.76 | [0.37,8.44] | - | - | |
| Community Support | No (ref.) | ||||||||
| Sometimes | 1.03 | [0.55,1.91] | - | - | 1.07 | [0.64,1.79] | - | - | |
| Yes | 0.84 | [0.41,1.73] | - | - | 0.82 | [0.50,1.36] | - | - | |
| Community Support (other) | No (ref.) | ||||||||
| Sometimes | 0.82 | [0.37,1.83] | - | - | 0.67 | [0.37,1.22] | - | - | |
| Yes | 0.44 | [0.16,1.24] | - | - | 1.04 | [0.57,1.92] | - | - | |
| Friends in Australia | Mostly mixture/ | ||||||||
| Mostly own ethnic/rel | 1.52 | [0.89,2.61] | - | - | 1.39 | [0.98,1.97] | - | - | |
| No friends Aus yet | 3.09 ** | [1.38,6.92] | - | - | 1.43 | [0.82,2.49] | - | - | |
| Source of stress- getting used to life in Australia | Not selected (ref.) | ||||||||
| Selected | 3.14 * | [1.21,8.18] | 2.31 | [0.74,7.25] | 1.44 | [0.86,2.43] | 0.87 | [0.48,1.58] | |
|
| 277 | 646 | |||||||
| Trust | |||||||||
| Privacy | No (ref.) | ||||||||
| Yes | 0.94 | [0.31,2.86] | - | - | 1.78 | [0.92,3.47] | - | - | |
| Nonresponse | 1.20 | [0.59,2.46] | - | - | 1.46 | [0.83,2.56] | - | - | |
| Haven’t used gov. services | 1.29 | [0.73,2.29] | - | - | 1.15 | [0.70,1.88] | - | - | |
|
| 342 | 678 | |||||||
| Discrimination | |||||||||
| Discrimination | No (ref.) | ||||||||
| Yes | 0.67 | [0.30,1.49] | - | - | 1.14 | [0.64,2.02] | - | - | |
|
| 377 | 331 | 733 | 686 | |||||
OR = odds ratio; 95% CI = 95% confidence interval; N = number of observations. Ref. = reference category. p < 0.05 *, p < 0.01 **, p < 0.001 ***.
Full model displaying predictors of professional help-seeking within the PTSD sample.
| Variables | OR | 95% CI | |
|---|---|---|---|
| Country of Birth | Iraq (ref.) | ||
| Afghanistan | 1.89 | [0.68,5.26] | |
| Socio-demographic | |||
| Age | 0.99 | [0.96,1.02] | |
| Gender | Male (ref.) | ||
| Female | 1.35 | [0.75,2.42] | |
| English Proficiency | Not at all (ref.) | ||
| Not well | 0.99 | [0.44,2.25] | |
| Well/very well | 0.75 | [0.21,2.63] | |
| Location | Major cities (ref.) | ||
| Regional Australia | 0.15 * | [0.03,0.82] | |
| Health | |||
| Self-rated Health | Good (ref.) | ||
| Fair | 1.78 | [0.61,5.42] | |
| Poor | 1.82 | [0.61,5.42] | |
| Kessler 6 | Total score | 1.05 | [0.99,1.11] |
| Long Term Illness or Disability | No (ref.) | ||
| Yes | 2.74 ** | [1.35,5.59] | |
| Structural Barriers | |||
| Financial Hardship | 4 or more (ref.) | ||
| Financial Hardships | 0 | 0.27 * | [0.08,0.92] |
| 1 | 0.34 | [0.10,1.17] | |
| 2 | 0.32 | [0.09,1.24] | |
| 3 | 0.69 | [0.18,2.67] | |
| Got interpreter when needed | Never (ref.) | ||
| Some of the time | 3.35 | [0.63,17.68] | |
| Most of the time | 2.49 | [0.39,15.67] | |
| Always | 3.42 | [0.57,20.70] | |
| Haven’t needed | 3.08 | [0.57,16.83] | |
| Find gov. services | Wouldn’t know at all (ref.) | ||
| Would know very well | 1.67 | [0.57,4.88] | |
| Would know fairly well | 0.87 | [0.37,2.03] | |
| Would know a little | 0.66 | [0.31,1.44] | |
| Source of stress- getting used to life in Australia | Not selected (ref.) | ||
| Selected | 1.24 | [0.57,2.68] | |
|
| 260 |
OR = odds ratio; 95% CI = 95% confidence interval; N = number of observations. Ref. = reference category. p < 0.05 *, p < 0.01 **.