Professional Mental Health Help-Seeking Amongst Afghan and Iraqi Refugees in Australia: Understanding Predictors Five Years Post Resettlement
Abstract
:1. Introduction
- Older age, female gender, higher levels of education, English-speaking proficiency, and residing in a major city would be associated with increased professional help-seeking;
- Poor overall health and trauma exposure would be associated with greater levels of professional help-seeking;
- Structural barriers including financial hardship, lack of knowledge about public transport and government services, not receiving an interpreter when needed, and not having an Australian driver’s license would be associated with lower levels of professional help-seeking;
- Greater acculturation to the mainstream Australian culture would be associated with greater levels of professional help-seeking;
- Lower trust in government services and experiences of discrimination would be associated with lower levels of professional help-seeking;
- Finally, amongst the combined Afghan and Iraqi sub-samples who met criteria for PTSD, the following is hypothesised: the association between poorer health, trauma exposure, structural barriers, acculturation, trust, discrimination, and professional help-seeking would be stronger.
2. Method
2.1. Participants
2.2. Procedure
2.3. Measures
2.3.1. Criterion
2.3.2. Predictors
2.4. Statistical Analysis and Design
3. Results
3.1. Participant Descriptives
3.2. Multivariable Analysis
3.2.1. Afghan Sample
3.2.2. Iraqi Sample
3.3. PTSD Sample
4. Discussion
5. Conclusions
Author Contributions
Funding
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variables | Afghanistan % (N = 407) (n; SE) | Iraq % (N = 773) (n; SE) | PTSD % (N = 281) (n; SE) | Total % (N = 1180) (n; SE) | |
---|---|---|---|---|---|
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) |
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] | |
N | 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 Total Score | 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] | |
N | 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] | - | - | |
N | 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 Licence | No (ref.) | ||||||||
Yes | 0.53 * | [0.28,1.00] | - | - | 0.78 | [0.50,1.22] | - | - | |
N | 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 (own) | 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/ other comm. (ref.) | ||||||||
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] | |
N | 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] | - | - | |
N | 342 | 678 | |||||||
Discrimination | |||||||||
Discrimination | No (ref.) | ||||||||
Yes | 0.67 | [0.30,1.49] | - | - | 1.14 | [0.64,2.02] | - | - | |
N | 377 | 331 | 733 | 686 |
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] | |
N | 260 |
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Tomasi, A.-M.; Slewa-Younan, S.; Narchal, R.; Rioseco, P. Professional Mental Health Help-Seeking Amongst Afghan and Iraqi Refugees in Australia: Understanding Predictors Five Years Post Resettlement. Int. J. Environ. Res. Public Health 2022, 19, 1896. https://doi.org/10.3390/ijerph19031896
Tomasi A-M, Slewa-Younan S, Narchal R, Rioseco P. Professional Mental Health Help-Seeking Amongst Afghan and Iraqi Refugees in Australia: Understanding Predictors Five Years Post Resettlement. International Journal of Environmental Research and Public Health. 2022; 19(3):1896. https://doi.org/10.3390/ijerph19031896
Chicago/Turabian StyleTomasi, Ana-Marija, Shameran Slewa-Younan, Renu Narchal, and Pilar Rioseco. 2022. "Professional Mental Health Help-Seeking Amongst Afghan and Iraqi Refugees in Australia: Understanding Predictors Five Years Post Resettlement" International Journal of Environmental Research and Public Health 19, no. 3: 1896. https://doi.org/10.3390/ijerph19031896
APA StyleTomasi, A. -M., Slewa-Younan, S., Narchal, R., & Rioseco, P. (2022). Professional Mental Health Help-Seeking Amongst Afghan and Iraqi Refugees in Australia: Understanding Predictors Five Years Post Resettlement. International Journal of Environmental Research and Public Health, 19(3), 1896. https://doi.org/10.3390/ijerph19031896