| Literature DB >> 33809609 |
Alyson Wright1, Mandy Yap2, Roxanne Jones1, Alice Richardson3, Vanessa Davis4, Raymond Lovett1.
Abstract
The centrality of culture to Indigenous peoples' health and wellbeing is becoming increasingly acknowledged in government policy. In Australia, the Indigenous Ranger program is a leading example of employment that supports increased cultural participation. In 2017, we demonstrated higher life satisfaction and family wellbeing among Indigenous Rangers compared to non-Rangers in Central Australia. Using an expanded national dataset, this present study aimed to: examine if associations between Ranger status and wellbeing continued to be observed in Central Australia; assess if these associations were observed among non-Central Australian Rangers; and, quantify the effect of mediating variables (Rangers status, cultural factors) on wellbeing outcomes. We analyzed Mayi Kuwayu baseline data (n = 9691 Aboriginal and Torres Strait Islander people) and compared participants who identified as past or currently employed Rangers compared to non-Rangers across two geographic locations (Central Australia, non-Central Australia). Ranger participation was significantly associated with very high life satisfaction and family wellbeing in Central Australia (high life satisfaction PR 1.31, 95% CI 1.09-1.57, and family wellbeing (PR 1.17, 95% CI 1.01-1.36) and non-Central Australia (high life satisfaction PR 1.29, 95% CI 1.06-1.57), family wellbeing (PR 1.37, 95% CI 1.14-1.65). These findings concord with those observed in the 2017 proof-of-concept study. Additionally, we found that Ranger status partially mediated the relationships between existing cultural practices (first language as your Indigenous language and living on your country) and the two wellbeing outcomes. Current cultural practices, spending time on country and speaking your Aboriginal language, also partially mediated the associations between Ranger status and high life satisfaction, and between Ranger status and high family wellbeing. This analysis supports evidence that both Ranger employment and cultural participation are contributors to wellbeing. Ranger work is not only good for land, but it is good for people. As such, determining policies that mutually acknowledge and enhance culture, health and wellbeing will likely have additional benefits for the broader Aboriginal and Torres Strait Islander population.Entities:
Keywords: Aboriginal and Torres Strait Islander; Indigenous; country; environment; health and wellbeing; land management; language; rangers; survey
Mesh:
Year: 2021 PMID: 33809609 PMCID: PMC8002247 DOI: 10.3390/ijerph18063053
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Comparison between 2017 proof-of-concept study and current study using Mayi Kuwayu baseline data.
| Study Elements | 2017 Proof of Concept Study [ | Current Study—Using Mayi Kuwayu Data |
|---|---|---|
| Sample size | Total sample: 203 | Central Australia participants: 102 Rangers, 494 non-Rangers, total 596.non-Central Australia participants: 164 Rangers, 8931 non-Rangers, total 9095 |
| Geographical coverage | Central Australia | National, includes participants in all states and remoteness areas. The analysis focuses on Central Australia compared to non-Central Australia. |
| Recruitment process | Field-based recruitment | Postal |
| Outcome variables | Psychological Wellbeing (K5) | Psychological wellbeing (K5) |
| Adjustment variables | Financial status (income) | Family financial status * |
| Covariates | Gender | Gender, age |
| Mediation | Not included | Language: first language, confidence in speaking language, intensity of speaking language |
* Adaptations to questions from proof-of-concept survey to Mayi Kuwayu survey, see Supplementary Material Table S1.
Socioeconomic and demographic characteristics of Mayi Kuwayu participants by Ranger status and geographic location.
| % ( | Geographic Location | Total | |||||
|---|---|---|---|---|---|---|---|
| Central Australia | Non-Central Australia | ||||||
| Non-Ranger | Ranger * | Non-Ranger | Ranger * | Non-Ranger | Ranger * | Total | |
| Gender | |||||||
| Male | 32.2% (159) | 61.8% (63) | 37.5% (3351) | 63.4% (104) | 37.2% (3510) | 62.8% (167) | 37.9% (3677) |
| Female | 63.0% (311) | 33.3% (34) | 60.1% (5364) | 32.9% (54) | 60.2% (5675) | 33.1% (88) | 59.5% (5763) |
| Missing | 4.9% (24) | 4.9% (5) | 2.4% (216) | 3.7% (6) | 2.5% (240) | 4.1% (11) | 2.6% (251) |
| Age group | |||||||
| 16–34 | 41.3% (204) | 44.1% (45) | 29.4% (2629) | 26.2% (43) | 30.1% (2833) | 33.1% (88) | 30.1% (2921) |
| 35–54 | 39.1% (193) | 39.2% (40) | 30.3% (2707) | 39.0% (64) | 30.8% (2900) | 39.1% (104) | 31.0% (3004) |
| <54 | 19.6% (97) | 16.7% (17) | 40.3% (3595) | 34.8% (57) | 39.2% (3692) | 27.8% (74) | 38.9% (3766) |
| Missing | 5.3% (26) | 7.3% (12) | 8.5% (756) | 7.3% (12) | 8.3% (808) | 7.1% (19) | 8.4% (789) |
| Employment | |||||||
| unemployed | 56.9% (281) | 19.6% (20) | 46.6% (4164) | 46.3% (76) | 47.2% (4445) | 36.1% (96) | 46.9% (4541) |
| employed | 43.1% (213) | 80.4% (82) | 53.4% (4767) | 53.7% (88) | 52.8% (4980) | 63.9% (170) | 53.1% (5150) |
| Financial Status | |||||||
| Low | 20.0% (99) | 18.6% (19) | 15.5% (1380) | 18.3% (30) | 15.7% (1479) | 18.4% (49) | 15.8% (1528) |
| Medium | 54.7% (270) | 57.8% (59) | 68.6% (6131) | 65.9% (108) | 67.9% (6401) | 62.8% (167) | 67.8% (6568) |
| High | 3.0% (15) | ≤19.6% (≤20) | 6.1% (549) | 6.7% (11) | 6.0% (564) | 5.6% (15) | 6.0% (579) |
| Missing or unsure | 22.3% (110) | ≤19.6% (≤20) | 9.8% (871) | 9.1% (15) | 10.4% (981) | 13.2% (35) | 10.5% (1016) |
| Education level | |||||||
| Yr 10 or less | 66.6% (329) | 61.8% (63) | 43.4% (3880) | 43.9% (72) | 44.7% (4209) | 50.8% (135) | 44.8% (4344) |
| Yr 12, Trade or Tertiary | 24.3% (120) | 32.4% (33) | 37.2% (3324) | 33.5% (55) | 36.5% (3444) | 33.1% (88) | 36.4% (3532) |
| University | 3.8% (19) | ≤4.9% (≤5) | 17.5% (1560) | 21.3% (35) | 16.8% (1579) | 14.7% (39) | 16.7% (1618) |
| Missing | 5.3% (26) | ≤4.9% (≤5) | 1.9% (167) | 1.2% (2) | 2.0% (193) | 1.5% (4) | 2.0% (197) |
| Remoteness Area | |||||||
| major cities | 0 | 0 | 44.3% (3958) | 22.0% (36) | 42.0% (3958) | 13.5% (36) | 41.2% (3994) |
| inner regional | 0 | 0 | 30.7% (2741) | 26.8% (44) | 29.1% (2741) | 16.5% (44) | 28.7% (2785) |
| outer regional | 1.8% (9) | ≤4.9% (≤5) | 19.4% (1734) | 31.1% (51) | 18.5% (1743) | 19.5% (52) | 18.5% (1795) |
| remote | 29.8% (147) | 11.8% (12) | 1.6% (140) | 8.5% (14) | 3.0% (287) | 9.8% (26) | 3.2% (313) |
| very remote | 65.4% (323) | 84.3% (86) | 2.5% (224) | 7.9% (13) | 5.8% (547) | 37.2% (99) | 6.7% (646) |
| missing | 3.0% (15) | ≤4.9% (≤5) | 1.5% (134) | 3.7% (6) | 1.6%(149) | 3.4% (9) | 1.6% (158) |
* Ranger included anyone who was formerly or is currently a Ranger.
Cultural characteristics of Rangers and non-Rangers, by geographic location.
| Geographic Location | Total | ||||||
|---|---|---|---|---|---|---|---|
| Central Australia Ranger Status | Non-Central Australia Ranger Status | ||||||
| Non-Ranger | Ranger * | Non-Ranger | Ranger * | Non-Ranger | Ranger * | Total | |
| What is your first language? | |||||||
| English or other | 36.2% (179) | 23.5% (24) | 93.5% (8353) | 81.1% (133) | 90.5% (8532) | 59.0% (157) | 89.7% (8689) |
| Aboriginal/Torres Strait Islander | 56.1% (277) | 61.8% (63) | 2.8% (251) | 8.5% (14) | 5.6% (528) | 28.9% (77) | 6.2% (605) |
| Missing | 7.7% (38) | 14.7% (15) | 3.7% (327) | 10.4% (17) | 3.9% (365) | 12.0% (32) | 4.1% (397) |
| Do you speak any Aboriginal/Torres Strait Islander language? | |||||||
| No | 17.6% (87) | 6.9% (7) | 64.0% (5713) | 25.6% (42) | 61.5% (5800) | 18.4% (49) | 60.4% (5849) |
| Yes, a little bit | 24.3% (120) | 22.5% (23) | 27.8% (2487) | 50.6% (83) | 27.7% (2607) | 39.8% (106) | 28.0% (2713) |
| Yes, a fair bit | 9.1% (45) | 6.9% (7) | 2.8% (253) | 14.6% (24) | 3.2% (298) | 11.7% (31) | 3.4% (329) |
| Yes, a lot | 41.9% (207) | 55.9% (57) | 1.4% (123) | 5.5% (9) | 3.5% (330) | 24.8% (66) | 4.1% (396) |
| Missing | 7.1% (35) | 7.8% (8) | 4.0% (355) | 3.7% (6) | 4.1% (390) | 5.3% (14) | 4.2% (404) |
| I am confident in speaking language. | |||||||
| Want to but can’t | 6.9% (34) | 2.0% (2) | 26.6% (2377) | 16.5% (27) | 25.6% (2411) | 10.9% (29) | 25.2% (2440) |
| Not at all | 7.3% (36) | 4.9% (5) | 27.7% (2478) | 9.8% (16) | 26.7% (2514) | 7.9% (21) | 26.2% (2535) |
| A little bit | 16.8% (83) | 17.6% (18) | 15.4% (1377) | 34.1% (56) | 15.5% (1460) | 27.8% (74) | 15.8% (1534) |
| A fair bit | 7.3% (36) | 6.9% (7) | 4.8% (429) | 13.4% (22) | 4.9% (465) | 10.9% (29) | 5.1% (494) |
| A lot | 53.2% (263) | 63.7% (65) | 3.9% (350) | 13.4% (22) | 6.5% (613) | 32.7% (87) | 7.2% (700) |
| Unsure | 3.0% (15) | 1.0% (1) | 8.2% (730) | 3.0% (5) | 7.9% (745) | 2.3% (6) | 7.7% (751) |
| Missing | 5.5% (27) | 3.9% (4) | 13.3% (1190) | 9.8% (16) | 12.9% (1217) | 7.5% (20) | 12.8% (1237) |
| Do you currently live on your country/Island? | |||||||
| no/unsure | 51.6% (255) | 41.2% (42) | 68.2% (6094) | 51.2% (84) | 67.4% (6349) | 47.4% (126) | 66.8% (6475) |
| yes | 43.9% (217) | 52.9% (54) | 28.2% (2521) | 43.9% (72) | 29.1% (2738) | 47.4% (126) | 29.6% (2864) |
| Missing | 4.5% (22) | 5.9% (6) | 3.5% (316) | 4.9% (8) | 3.6% (338) | 5.3% (14) | 3.6% (352) |
| How much time do you spend on country? | |||||||
| Want to but can’t | 4.0% (20) | 0.0% (0) | 16.2% (1450) | 11.0% (18) | 15.6% (1470) | 6.8% (18) | 15.4% (1488) |
| Not at all | 9.3% (46) | 0.0% (0) | 27.5% (2454) | 6.1% (10) | 26.5% (2500) | 3.8% (10) | 25.9% (2510) |
| A little bit | 19.6% (97) | 5.9% (6) | 28.1% (2510) | 25.6% (42) | 27.7% (2607) | 18.0% (48) | 27.4% (2655) |
| A fair bit | 16.6% (82) | 22.5% (23) | 11.1% (989) | 22.6% (37) | 11.4% (1071) | 22.6% (60) | 11.7% (1131) |
| A lot | 42.5% (210) | 65.7% (67) | 8.3% (743) | 29.3% (48) | 10.1% (953) | 43.2% (115) | 11.0% (1068) |
| Missing | 7.9% (39) | 5.9% (6) | 8.8% (785) | 5.5% (9) | 8.7% (824) | 5.6% (15) | 8.7% (839) |
| Do you have cultural responsibility for country? | |||||||
| no cultural responsibilities for country | 31.8% (157) | 17.6% (18) | 75.8% (6767) | 42.1% (69) | 73.5% (6924) | 32.7% (87) | 72.3% (7011) |
| cultural responsibilities for country | 68.2% (337) | 82.4% (84) | 24.2% (2164) | 57.9% (95) | 26.5% (2501) | 67.3% (179) | 27.7% (2680) |
* Ranger included anyone who was formerly or is currently a Ranger.
Associations between Ranger status and wellbeing of Rangers and non-Rangers, for Central Australia and non-Central Australia.
| Non-Ranger (Reference Group) 1.0 | Central Australia | Non-Central Australia | ||||
|---|---|---|---|---|---|---|
|
| PR | 95% CI |
| PR | 95% CI | |
|
|
|
|
|
|
|
|
| adjusted for education | 556 | 1.32 | 1.09,1.58 | 8811 | 1.28 | 1.05,1.56 |
| adjusted for financial status | 556 | 1.28 | 1.07,1.55 | 8811 | 1.26 | 1.05,1.50 |
| adjusted for employment | 556 | 1.35 | 1.13,1.62 | 8811 | 1.32 | 1.08,1.60 |
| adjusted for health condition score | 556 | 1.29 | 1.07,1.55 | 8811 | 1.34 | 1.10,1.63 |
| adjusted for risk factor score | 556 | 1.29 | 1.07,1.55 | 8811 | 1.33 | 1.10,1.61 |
| adjusted for remoteness | 8811 | 1.31 | 1.08,1.60 | |||
|
|
|
|
|
|
|
|
| adjusted for education | 554 * | 1.07 | 0.98,1.16 | 8868 | 0.99 | 0.89,1.09 |
| adjusted for financial status | 553 * | 1.05 | 0.97,1.15 | 8868 | 0.98 | 0.89,1.07 |
| adjusted for employment | 572 | 1.06 | 0.97,1.16 | 8868 | 1.01 | 0.92,1.11 |
| adjusted for health condition score | 572 | 1.06 | 0.98,1.15 | 8868 | 1.04 | 0.94,1.14 |
| adjusted for risk factor score | 528 * | 1.07 | 0.98,1.17 | 8868 | 1.04 | 0.95,1.15 |
| adjusted for remoteness | 8868 | 1.02 | 0.92,1.13 | |||
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|
|
|
| adjusted for education | 510 | 0.95 | 0.71,1.27 | 8240 | 1.08 | 0.94,1.23 |
| adjusted for financial status | 510 | 0.96 | 0.72,1.28 | 8240 | 1.02 | 0.90,1.16 |
| adjusted for employment | 510 | 0.91 | 0.68,1.22 | 8240 | 1.07 | 0.94,1.22 |
| adjusted for health condition score | 510 | 0.95 | 0.72,1.26 | 8240 | 1.05 | 0.89,1.24 |
| adjusted for risk factor score | 510 | 0.96 | 0.72,1.27 | 8240 | 1.05 | 0.92,1.20 |
| adjusted for remoteness | 8240 | 1.09 | 0.95,1.25 | |||
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| adjusted for education | 538 | 1.35 | 1.15,1.58 | 8465 | 1.36 | 1.17,1.59 |
| adjusted for financial status | 538 | 1.18 | 1.01,1.38 | 8465 | 1.37 | 1.18,1.58 |
| adjusted for employment | 538 | 1.23 | 1.05,1.43 | 8465 | 1.38 | 1.18,1.61 |
| adjusted for health condition score | 538 | 1.20 | 1.03,1.39 | 8465 | 1.38 | 1.18,1.62 |
| adjusted for risk factor score | 538 | 1.21 | 1.04,1.41 | 8465 | 1.39 | 1.19,1.63 |
| adjusted for remoteness | 8465 | 1.33 | 1.14,1.56 | |||
The bold result shows the main outcome adjusted for gender and age, each covariate is separately adjusted for and all multivariate analysis adjusts for gender and age (and included missing category on control variables). * Outcomes in general health in Central Australia were only adjusted for gender.
Figure 1Directed Acyclic Graph showing relationships between life satisfaction and cultural factors ((a). first language, (b) living on country) mediated by Ranger.
Figure 2Directed Acyclic Graph showing relationships between cultural factors ((a). first language, (b). living on country) and very high life satisfaction mediated by Ranger status.
Mediation analysis of cultural variables on relationship between Ranger status and very high life satisfaction.
| Mediator | Natural Direct Effect * | Natural Indirect Effect * | Total Effect * | % Mediated |
|---|---|---|---|---|
| PR (95% CI) | PR (95% CI) | PR (95% CI) | ||
|
| ||||
| ≥A little bit | 1.39 (1.06,1.85) | 1.06 (0.89,1.36) | 1.54 (1.27,1.85) | 13.5% |
| ≥A fair bit | 1.35 (0.99,1.83) | 1.13 (0.98,1.30) | 1.54 (1.27,1.88) | 28.3% |
| A lot | 1.32 (1.04,1.66) | 1.17 (1.02,1.33) | 1.54 (1.27,1.88) | 36.4% |
|
| ||||
| ≥A little bit | 1.22 (0.92,1.62) | 1.32 (1.04,1.66) | 1.61 (1.32,1.96) | 58.3% |
| ≥A fair bit | 1.26 (0.97,1.62) | 1.29 (1.07,1.46) | 1.62 (1.32,1.97) | 47.9% |
| A lot | 1.32(1.04,1.68) | 1.22 (1.04,1.67) | 1.61 (1.32,1.96) | 41.8% |
|
| ||||
| Yes | 1.48 (1.14,1.90) | 1.05 (0.89,1.25) | 1.56 (1.29,1.88) | 11.0% |
|
| ||||
| ≥A little bit | 1.24 (0.94,1.95) | 1.25 (1.02,1.51) | 1.55 (1.27,1.88) | 50.9% |
| ≥A fair bit | 1.11 (0.88,1.50) | 1.38 (1.11,1.72) | 1.54(1.27,1.88) | 74.6% |
| A lot | 1.12 (0.87,1.46) | 1.37 (1.14,2.12) | 1.55(1.28,1.88) | 71.8% |
* Analysis adjusted for age, gender, and interaction between cultural variable and exposure.
Mediation analysis of cultural variables on relationship between Ranger status and high family wellbeing.
| Mediator | Natural Direct Effect * | Natural Indirect Effect * | Total Effect * | % Mediated |
|---|---|---|---|---|
| PR (95% CI) | PR (95% CI) | PR (95% CI) | ||
|
| ||||
| ≥A little bit | 1.39 (1.01,1.59) | 1.11 (0.91,1.37) | 1.54 (1.29,1.84) | 24.2% |
| ≥A fair bit | 1.37 (1.11,1.69) | 1.07 (0.96,1.23) | 1.54(1.29,1.84) | 15.7% |
| A lot | 1.40 (1.16,1.71) | 1.06 (0.96,1.17) | 1.54 (1.29,1.84) | 13.5% |
|
| ||||
| ≥A little bit | 1.39 (1.06,1.81) | 1.14 (0.93,1.40) | 1.58 (1.32,1.88) | 28.6% |
| ≥A fair bit | 1.46 (1.17,1.82) | 1.08 (0.94,1.23) | 1.58 (1.32,1.88) | 16.8% |
| A lot | 1.49 (1.21,1.83) | 1.06 (0.95,1.18) | 1.58 (1.32,1.88) | 12.7% |
|
| ||||
| Yes | 1.35 (1.06,1.71) | 1.14 (0.98,1.35) | 1.55 (1.30,1.84) | 29.9% |
|
| ||||
| ≥A little bit | 1.40 (1.15,1.67) | 1.10 (0.92,1.33) | 1.56 (1.30,1.86) | 21.4% |
| ≥A fair bit | 1.24 (0.95,1.60) | 1.26 (1.04,1.52) | 1.56 (1.30,1.86) | 52.0% |
| A lot | 1.38 (1.10,1.71) | 1.13 (0.99,1.29) | 1.56 (1.30,1.87) | 27.5% |
* Analysis adjusted for age, gender, and interaction between cultural variable and exposure.