| Literature DB >> 35996697 |
Terryann C Clark1, Jude Ball2, John Fenaughty3, Bradley Drayton4, Theresa Terry Fleming5, Claudia Rivera-Rodriguez4, Jade Le Grice6, Roshini Peiris-John7, Lynda-Maree Bavin7, Ariel Schwencke8, Kylie Sutcliffe5, Sonia Lewycka9,10, Mathijs Lucassen11, Anaru Waa12, Lara M Greaves13, Sue Crengle14.
Abstract
Background: Rangatahi Māori, the Indigenous adolescents of Aotearoa New Zealand (NZ), have poorer health outcomes than Pākehā (NZ European /other European/"White") adolescents. We explored the influence of policies for Indigenous youth by presenting health trends, inequities and contrasting policy case examples: tobacco control and healthcare access.Entities:
Keywords: Adolescent; Effective strategies; Ethnicity; Indigenous; Inequity; Maori; Mental health; Policy; Poverty; Racism; Rangatahi; Substance use; Surveys; Tobacco; Trends; Youth
Year: 2022 PMID: 35996697 PMCID: PMC9391591 DOI: 10.1016/j.lanwpc.2022.100554
Source DB: PubMed Journal: Lancet Reg Health West Pac ISSN: 2666-6065
Demographic variables and outcome indicators.
| Indicator/variable | Question | Derived variable |
|---|---|---|
| Age | How old are you? | Age selected. Ages 13 and under were grouped together, as were ages 17 and over. |
| Sex | How do you describe yourself? | Boy/man = male |
| Ethnicity | Students reported their ethnicity from the Statistics New Zealand classification | Students who selected multiple ethnicities were assigned to a single ethnicity using the NZ Census ethnicity prioritisation method. Any student who selected Māori was defined as Māori ethnic group. |
| School decile | School-level measure of SES based on New Zealand census data on five indicators (household income, proportion of parents on income support benefits, household crowding, parental educational qualifications, and occupational skill level of employed parents). Students from lower decile schools are generally from more socioeconomically disadvantaged neighbourhoods. | Derived from the school decile of participants’ school. |
| Urban/rural location | Residential address | Derived from students’ residential address and census meshblock. Classifications are based on Statistics New Zealand definitions. Major urban = 100.000 or more residents, small town = 1,000–9,999 people, rural = fewer than 1,000 people |
| Good or excellent general health | In general, how would you say your health is? | Students who answered “Excellent”, “Very good” or “Good” health were classified as having “Good or excellent general health”. |
| Good emotional wellbeing (WHO-5) | WHO-5 | Each response was scored 0 (At no time) to 5 (All of the time), and these scores were summed. Students with a score of at least 13 were classified as having good emotional wellbeing. |
| Significant depressive symptoms (RADS-SF) | Reynolds Adolescent Depression Scale (Reynolds, 2002) | Students with a score of at least 28 were classified as having significant depressive symptoms. This scale has been validated within New Zealand youth populations (Milfont 2008) |
| Always use contraception | How often do you, or your partner(s) use contraception (by this, we mean protection against pregnancy)? | This only applies to currently sexually active students. Those who responded “Always” were classified as “Yes”, those who responded “Most of the time”, “Sometimes”, or “Never” were classified as “No”. Those who indicated that contraception did not apply were classified as NA. |
| Smoked cigarettes at least monthly | How often do you smoke cigarettes now? | Students who responded that they smoke, “Once or twice a month” or more were classified as “Yes” for this indicator. |
| Binge drank at least once in the last month | In the past 4 weeks, how many times did you have 5 or more alcoholic drinks in one session? | Students who responded “Once in the past 4 weeks” or more were classified as “Yes”. |
| Vigorous physical activity | In the last 7 days, how many times have you done any exercise or activity that makes you sweat or breathe hard, or gets your heart rate up (such as soccer or rugby, running, swimming laps, fast bicycling etc.)? | Students who responded “7 or more times” were classified as “Yes”. |
| Passenger driven by a risky driver in the last month | During the last month, did you ride in a car driven by someone… | Students who responded “Yes” to any of these questions were classified as “Yes”. |
| Unable to access healthcare in the last 12 months | In the last 12 months, has there been any time when you wanted or needed to see a doctor or nurse (or other health care worker) about your health, but you weren't able to? | Yes |
| Feel at least one parent care for them lots | How much do you feel the following people care about you? My mum (or someone who acts as your mum), My dad (or someone who acts as your dad), Other family members | Students who responded “A lot” were classified as “Yes”. |
| Family usually wants to know who you are with and where you are | Does your family want to know who you are with and where you are? | Students who responded “Always” or “Usually” were classified as “Yes”. |
| Feel part of school | Do you feel like you are part of your school? | Yes |
| Bullied at school weekly or more often | In the last 12 months how often have you been bullied in school/course? | Students who responded “About once a week or more” were classified as “Yes”. |
| Experienced any racism | Have you ever been treated unfairly (e.g. treated differently, kept waiting) by a health professional (e.g. doctor, nurse, dentist etc.) because of your ethnicity or ethnic group? | If a student responded “Yes, within the past 12 months” or “Yes, more than 12 months ago” to any of the three questions about being treated unfairly, or they had been bullied because of their ethnicity, they were classified “Yes”. |
| Always safe in neighbourhood | Do you feel safe in your neighbourhood? | Those who responded “All the time” were classified as “Yes”. |
| Accessed healthcare in the last 12 months | When was the last time you went for health care (excluding looking online)? | Those who responded “0–12 months ago” were classified as “Yes”. |
Critical Te Tiriti Analysis (CTA) determination against rangatahi Māori tobacco control in various eras.
| Table 5: Critical Te Tiriti Analysis for Tobacco control | |||||
|---|---|---|---|---|---|
| 1. Pre-1993. | |||||
| 2. 1993-2008. | |||||
| 3. 2008-2017. | |||||
| 4. 2017-2022. | |||||
| Indicators | Poor | Uncertain | Fair | Good | Excellent |
| Māori lead in policy development | 1 | 2,3,4 | |||
| Equitable Māori participation/leadership | 1, 3 | 2,4 | |||
| Evidence of inclusion of Māori epistemologies, approaches and authority | 1 | 3 | 2 | 4 | |
| Māori exercising their citizenship | 1,3 | 4 | 2 | ||
| Acknowledgment of wairuatanga/ spiritual wellbeing | 1 | 2,3,4 | |||
Critical Te Tiriti Analysis (CTA) determination against strategies for improving rangatahi Māori healthcare access.
| Table 6: Critical Te Tiriti Analysis - Healthcare access | |||||
|---|---|---|---|---|---|
| Indicators | Poor | Uncertain | Fair | Good | Excellent |
| Māori lead in policy development | 1,2,3 | ||||
| Equitable Māori participation/leadership | 1,2 | 3 | |||
| Evidence of inclusion of Māori epistemologies, approaches and authority | 1,2, | 3 | |||
| Māori exercising their citizenship | 1,3 | ||||
| Acknowledgment of wairuatanga/ spiritual wellbeing | 1,2 | 3 | |||
Examining funded activities as the strategy (given that there is not a named strategy for rangatahi youth health - rather general Māori health strategies with passing references to rangatahi as a priority or youth/mental health strategies with reference to rangatahi) then the initiatives we are focussing on in this article are:
Initiative 1: 2008-2018 School nurses or school-based health services for secondary schools extended from deciles 1 & 2 to all decile 4 schools.
Initiative 2: Primary mental health services funding increased to reduce wait times for 12–19-year-olds.
Initiative 3: Youth Health Care in Secondary Schools: A framework for continuous quality improvement produced.
Initiative 1 was ranked poor, as policy for these three initiatives were driven out of the New Zealand Health Strategy (2000) and the Primary Health Care Strategy (2001) (Denny et al, 2014). Previous CTA analysis (Came, O'Sullivan, & McCreanor, 2020) of the Primary Health Care Strategy (2001) rated it as poor for indicators 1, 2, 3 and 5. This supported by Figure 2 and Tables 3 & 4 that demonstrate worsening access to health services for rangatahi Māori. The Youth Mental Health Package (YMHP) (2008) which extended SBHS to more schools and also funded initiatives 2 and 3 was also rated as poor for indicator 1. While stating that “Maori and Pacific young people have comparatively high rates of mental illness and services are not always working well for these groups” (http://www.beehive.govt.nz/sites/default/files/Youth_Mental_Health_project-Family_and_Community.pdf), there is no mention of Te Tiriti, or even the English version of the Treaty, in the launch materials for the YMHP (https://www.beehive.govt.nz/release/pm-unveils-youth-mental-health-package). The YMHP was driven from the office of the Prime Minister John Key, and there was no evidence that the YMHP involved equitable Māori participation and leadership, nor inclusion of Māori epistemologies, authority, or spiritual wellbeing.
In relation to initiative 3, the membership of the consultative committee for the Framework is listed, but Māori involvement is not made visible, suggesting that equitable Māori participation and leadership were not prioritised. Initiative 3 scored higher on indicators 3 and 5 due to a 2-page section in the 29-page document that addressed the English version of the Treaty, and bracketed Te Tiriti, and included exhortations to engage with Māori epistemologies, approaches, and authority, including spiritual practices. Despite these inclusions, initiative 3’s effectiveness was rated as Fair as despite the rhetoric, it was only a ‘voluntary’ Framework, constructed as a “useful tool” (p.2) for self-evaluation, and was not sufficient to provide the needed resourcing or accountability to address these indicators.
Māori and Pākehā secondary school student participants in waves 2001, 2007, 2012 and 2019.
| 2001 | 2007 | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Māori | Pākehā | Māori | Pākehā | |||||||||
| Demographic | % [95% CI | % [95% CI] | % [95% CI] | % [95% CI] | ||||||||
| 2335 | 5402 | 1702 | 4797 | |||||||||
| | 576 | 22.3 [20.3–24.3] | 1102 | 18.3 [17.6–18.9] | 414 | 22.1 [19.8–24.5] | 959 | 17.9 [16.9–18.9] | ||||
| | 661 | 28.0 [25.7–30.3] | 1218 | 21.4 [20.7–22.0] | 434 | 24.5 [22.6–26.4] | 1139 | 22.7 [22.0–23.5] | ||||
| | 540 | 22.8 [21.1–24.5] | 1248 | 21.4 [20.8–22.0] | 387 | 23.1 [21.6–24.6] | 1031 | 21.8 [21.2–22.5] | ||||
| | 359 | 15.2 [13.8–16.7] | 1049 | 19.4 [18.9–20.0] | 268 | 16.3 [14.9–17.8] | 932 | 19.4 [18.7–20.0] | ||||
| | 199 | 11.6 [9.9–13.4] | 785 | 19.5 [18.7–20.4] | 199 | 13.9 [12.2–15.6] | 736 | 18.1 [17.2–19.1] | ||||
| | 1235 | 47.4 [40.8–54.0] | 2931 | 50.7 [48.4–52.9] | 820 | 52.3 [48.1–56.4] | 2166 | 48.7 [46.3–51.1] | ||||
| | 1100 | 52.6 [46.0–59.2] | 2471 | 49.3 [47.1–51.6] | 882 | 47.7 [43.6–51.9] | 2631 | 51.3 [48.9–53.7] | ||||
| | 401 | 22.0 [12.8–31.2] | 100 | 3.0 [0.9–5.1] | 218 | 20.4 [16.3–24.6] | 98 | 3.3 [1.4–5.1] | ||||
| | 525 | 29.2 [18.5–39.9] | 680 | 17.6 [12.7–22.5] | 523 | 26.1 [20.1–32.1] | 647 | 12.1 [9.3–14.9] | ||||
| | 661 | 23.5 [15.7–31.3] | 1576 | 27.2 [20.8–33.6] | 436 | 20.9 [17.5–24.2] | 1485 | 27.0 [24.5–29.5] | ||||
| | 478 | 15.4 [9.3–21.6] | 1599 | 25.3 [18.4–32.1] | 228 | 18.5 [15.7–21.2] | 880 | 28.1 [25.9–30.2] | ||||
| | 270 | 9.9 [5.8–13.9] | 1447 | 26.9 [21.7–32.1] | 272 | 14.1 [11.3–16.9] | 1448 | 29.6 [26.1–33.0] | ||||
| | 1181 | 74.7 [66.1–83.2] | 3183 | 69.2 [62.8–75.6] | ||||||||
| | 198 | 10.6 [5.5–15.7] | 440 | 9.1 [5.3–12.8] | ||||||||
| | 267 | 14.8 [10.3–19.2] | 1035 | 21.7 [17.7–25.8] | ||||||||
aTotals for each variable (not shown) are different to the overall total number of participating students due to different numbers of missing data for each. Other ethnic groups are excluded from this table.
bSex is reported by male and female. 2019 was the first survey in which students were able to report a sex other than male or female. A total of 63 students did not report a male or female sex in 2019. Their health and wellbeing will be reported in other outputs where contexts can be explored more fully.
cEthnicity was assigned on the basis of prioritised ethnicity, using the NZ Census ethnicity prioritisation method.
dSchool decile is school level measure based on 5 indicators: household income, household crowding, parental educational qualifications, proportion of students on income support benefits, and parental occupation skill level. Low decile schools generally refer to schools in poorer communities.
eLocation is based on census meshblock address. Major urban = 100.000 or more residents, small town = 1000–9999 people, rural = fewer than 1000 people
CI = Confidence interval.
Prevalence and trends for key health indicators.
| Indicator | 2001 | 2007 | 2012 | 2019 | Relative Risk | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| by ethnicity | n (N) | %[95% CI] | n (N) | %[95% CI] | n (N) | %[95% CI] | n (N) | %[95% CI] | 2001 | 2012 to 2019 | |||||
| 2099 (2317) | 90.6 [89.3–92.0] | 1487 (1666) | 89.1 [87.6–90.7] | 1511 (1687) | 89.3 [87.4–91.1] | 1037 (1164) | 89.1 [87.6–90.7] | 0.98 [0.96–1.01] | 1.00 [0.97–1.03] | ||||||
| 5024 (5388) | 93.2 [92.5–93.9] | 4409 (4697) | 93.8 [93.2–94.4] | 3736 (4011) | 93.0 [92.1–93.9] | 2785 (3040) | 91.6 [90.2–93.1] | 0.98 [0.97–1.00] | 0.99 [0.97–1.00] | ||||||
| 1259 (1614) | 77.6 [75.7–79.4] | 1233 (1640) | 75.3 [73.2–77.4] | 733 (1103) | 67.1 [64.3–70.0] | 0.87 [0.82–0.91] | 0.89 [0.85–0.94] | ||||||||
| 3651 (4614) | 78.8 [77.7–80.0] | 3053 (3972) | 76.4 [75.1–77.7] | 2075 (2988) | 69.4 [67.4–71.4] | 0.88 [0.85–0.91] | 0.91 [0.88–0.94] | ||||||||
| 345 (2229) | 14.9 [13.3–16.5] | 180 (1584) | 11.3 [10.0–12.6] | 227 (1608) | 13.8 [11.4–16.3] | 336 (1107) | 27.9 [25.4–30.3] | 1.87 [1.63–2.16] | 2.01 [1.65–2.46] | ||||||
| 548 (5299) | 10.1 [9.2–11.0] | 461 (4563) | 10.4 [9.6–11.2] | 486 (3934) | 12.4 [11.4–13.5] | 637 (2988) | 19.6 [18.1–21.1] | 1.93 [1.72–2.18] | 1.58 [1.40–1.77] | ||||||
| 352 (691) | 50.7 [45.7–55.6] | 278 (534) | 52.0 [47.1–56.8] | 204 (419) | 47.8 [42.0–53.7] | 83 (168) | 51.8 [45.8–57.9] | 1.02 [0.88–1.19] | 1.08 [0.92–1.28] | ||||||
| 642 (923) | 69.7 [67.1–72.4] | 657 (962) | 70.0 [66.6–73.3] | 486 (694) | 69.3 [65.8–72.8] | 203 (325) | 61.6 [56.9–66.2] | 0.88 [0.81–0.96] | 0.89 [0.81–0.97] | ||||||
| 574 (2080) | 27.9 [25.4–30.3] | 287 (1526) | 19.6 [17.0–22.3] | 163 (1602) | 10.0 [8.4–11.6] | 78 (1057) | 6.7 [5.5–7.9] | 0.24 [0.20–0.29] | 0.67 [0.53–0.85] | ||||||
| 793 (5160) | 15.6 [14.3–17.0] | 336 (4489) | 7.8 [6.8–8.7] | 180 (3954) | 4.7 [4.0–5.5] | 99 (2971) | 4.3 [3.7–5.0] | 0.28 [0.23–0.33] | 0.91 [0.73–1.13] | ||||||
| 1012 (1991) | 51.9 [49.3–54.6] | 762 (1501) | 51.8 [48.5–55.2] | 517 (1590) | 34.8 [32.1–37.5] | 291 (1033) | 28.4 [25.2–31.6] | 0.55 [0.48–0.62] | 0.82 [0.71–0.94] | ||||||
| 2090 (5093) | 42.8 [41.0–44.6] | 1589 (4480) | 36.7 [34.8–38.6] | 980 (3945) | 26.8 [24.8–28.9] | 657 (2946) | 24.3 [21.9–26.7] | 0.57 [0.51–0.63] | 0.91 [0.80–1.03] | ||||||
| 545 (2258) | 24.8 [22.6–27.0] | 315 (1602) | 18.9 [16.1–21.7] | 341 (1641) | 20.5 [18.7–22.2] | 202 (1075) | 21.5 [19.2–23.8] | 0.87 [0.75–0.99] | 1.05 [0.92–1.21] | ||||||
| 1109 (5345) | 21.0 [20.0–22.0] | 869 (4615) | 18.3 [17.0–19.6] | 707 (3963) | 18.1 [16.9–19.3] | 497 (3001) | 15.7 [14.8–16.5] | 0.75 [0.69–0.80] | 0.87 [0.79–0.94] | ||||||
| 1049 (2289) | 46.1 [43.0–49.1] | 545 (1655) | 32.0 [29.5–34.5] | 399 (1678) | 24.2 [22.1–26.2] | 214 (1005) | 22.7 [20.3–25.0] | 0.49 [0.44–0.56] | 0.94 [0.82–1.07] | ||||||
| 2122 (5371) | 41.0 [39.5–42.5] | 1111 (4699) | 23.6 [22.4–24.8] | 701 (3992) | 18.1 [16.9–19.3] | 487 (2899) | 17.9 [15.9–20.0] | 0.44 [0.39–0.49] | 0.99 [0.87–1.13] | ||||||
| 373 (1651) | 23.1 [20.6–25.5] | 367 (1669) | 21.6 [19.6–23.6] | 292 (1106) | 26.9 [23.9–30.0] | 1.17 [1.00–1.36] | 1.25 [1.08–1.44] | ||||||||
| 642 (4674) | 13.9 [13.0–14.8] | 622 (4007) | 15.3 [14.3–16.4] | 521 (3006) | 16.5 [15.3–17.7] | 1.19 [1.07–1.31] | 1.08 [0.97–1.19] | ||||||||
| 1355 (1646) | 82.4 [80.8–83.9] | 1298 (1659) | 79.1 [76.9–81.4] | 855 (1120) | 74.1 [72.2–76.1] | 0.90 [0.87–0.93] | 0.94 [0.90–0.97] | ||||||||
| 4020 (4671) | 86.1 [84.9–87.2] | 3308 (3995) | 83.5 [82.3–84.8] | 2441 (3002) | 81.1 [79.8–82.4] | 0.94 [0.92–0.96] | 0.97 [0.95–0.99] | ||||||||
| 1402 (2325) | 62.4 [59.0–65.8] | 1290 (1692) | 77.5 [75.2–79.8] | 1300 (1696) | 76.6 [74.2–79.0] | 829 (1182) | 70.1 [67.5–72.6] | 1.12 [1.05–1.20] | 0.91 [0.87–0.96] | ||||||
| 709 (2302) | 31.0 [27.4–34.5] | 529 (1685) | 32.6 [30.2–35.0] | 529 (1694) | 29.4 [27.2–31.7] | 298 (1175) | 23.1 [21.0–25.2] | 0.75 [0.65–0.86] | 0.79 [0.70–0.89] | ||||||
| 899 (2305) | 38.8 [35.8–41.9] | 629 (1688) | 38.8 [36.1–41.5] | 785 (1695) | 44.7 [42.3–47.1] | 411 (1179) | 34.2 [31.2–37.2] | 0.88 [0.78–0.99] | 0.76 [0.69–0.85] | ||||||
| 2071 (2302) | 89.5 [87.8–91.2] | 1457 (1666) | 87.9 [86.4–89.4] | 1538 (1672) | 92.2 [90.7–93.6] | 975 (1081) | 89.6 [87.5–91.8] | 1.00 [0.97–1.03] | 0.97 [0.94–1.00] | ||||||
| 5069 (5364) | 94.4 [93.8–95.1] | 4370 (4718) | 92.4 [91.6–93.2] | 3753 (3972) | 94.5 [93.8–95.3] | 2561 (2692) | 95.1 [94.5–95.7] | 1.01 [1.00–1.02] | 1.01 [1.00–1.02] | ||||||
| 1796 (2326) | 76.2 [74.2–78.2] | 1444 (1678) | 86.3 [84.7–87.9] | 1513 (1696) | 88.8 [87.1–90.6] | 1063 (1181) | 88.9 [87.1–90.7] | 1.17 [1.13–1.21] | 1.00 [0.97–1.03] | ||||||
| 4631 (5391) | 85.2 [84.1–86.2] | 4346 (4737) | 91.9 [91.1–92.7] | 3664 (4015) | 90.8 [89.9–91.6] | 2841 (3047) | 92.7 [90.8–94.6] | 1.09 [1.06–1.11] | 1.02 [1.00–1.04] | ||||||
| 1850 (2279) | 81.7 [80.0–83.4] | 1480 (1674) | 89.2 [87.8–90.6] | 1471 (1693) | 86.3 [84.5–88.1] | 969 (1154) | 82.9 [80.8–85.0] | 1.01 [0.98–1.05] | 0.96 [0.93–0.99] | ||||||
| 4374 (5347) | 82.0 [80.8–83.3] | 4135 (4712) | 87.6 [86.6–88.7] | 3483 (4011) | 86.6 [85.4–87.7] | 2537 (2999) | 84.6 [83.2–86.1] | 1.03 [1.01–1.06] | 0.98 [0.96–1.00] | ||||||
| 147 (2216) | 6.3 [5.1–7.5] | 83 (1665) | 4.8 [4.0–5.6] | 92 (1680) | 5.3 [4.3–6.3] | 69 (1141) | 6.0 [4.8–7.2] | 0.96 [0.72–1.27] | 1.14 [0.86–1.51] | ||||||
| 422 (5297) | 7.7 [7.0–8.4] | 327 (4709) | 6.9 [6.0–7.8] | 305 (4003) | 7.4 [6.5–8.2] | 200 (3024) | 6.7 [5.0–8.5] | 0.87 [0.66–1.15] | 0.91 [0.69–1.21] | ||||||
| 458 (1626) | 28.8 [26.4–31.2] | 429 (1106) | 37.7 [35.0–40.3] | 1.31 [1.17–1.46] | 1.31 [1.17–1.46] | ||||||||||
| 456 (3934) | 11.6 [10.7–12.5] | 500 (2952) | 16.6 [15.5–17.7] | 1.43 [1.29–1.59] | 1.43 [1.29–1.59] | ||||||||||
| 363 (1626) | 21.6 [19.7–23.4] | 253 (1106) | 21.6 [19.4–23.7] | 1.00 [0.88–1.14] | 1.00 [0.88–1.14] | ||||||||||
| 490 (3934) | 11.7 [10.7–12.8] | 419 (2952) | 13.8 [12.7–14.8] | 1.17 [1.04–1.31] | 1.17 [1.04–1.31] | ||||||||||
| 950 (1966) | 49.0 [46.2–51.7] | 700 (1507) | 45.5 [42.7–48.4] | 850 (1516) | 55.8 [53.0–58.5] | 589 (1045) | 56.8 [53.0–60.5] | 1.16 [1.06–1.26] | 1.02 [0.94–1.11] | ||||||
| 2200 (5136) | 43.2 [40.9–45.6] | 1829 (4496) | 40.4 [38.6–42.2] | 2216 (3872) | 57.8 [56.0–59.7] | 1853 (2977) | 62.1 [60.4–63.8] | 1.44 [1.35–1.53] | 1.07 [1.03–1.12] | ||||||
For indicator questions and derivations, see Table 1.
When data from 2001 were not available, the earliest year with data was used as the baseline.
Good emotional wellbeing is defined as scoring at least 13 on the WHO-5 Wellbeing Index. These questions were not asked in 2001.
Depressive symptoms at least 28 on the Reynolds Adolescent Depression Scale – Short Form.
Questions about foregoing and accessing healthcare were not asked in 2001.
Questions about experience of racism was not asked in 2001 and only some questions were asked in 2007, hence data in only available for 2012 and 2019.
Iwi refers to tribal group affiliation and was only asked of Māori students, as were the questions about speaking and understanding Māori.
Relative risks for Māori compared to Pākehā, by year.
| Year | ||||
|---|---|---|---|---|
| 2001 | 2007 | 2012 | 2019 | |
| Indicator | RR | RR [95% CI] | RR [95% CI] | RR [95% CI] |
| 0.97 [0.96–0.99] | 0.95 [0.93–0.97] | 0.96 [0.94–0.98] | 0.97 [0.95–0.99] | |
| 0.98 [0.95–1.01] | 0.99 [0.95–1.02] | 0.97 [0.92–1.02] | ||
| 1.47 [1.27–1.70] | 1.09 [0.95–1.26] | 1.11 [0.92–1.35] | 1.42 [1.27–1.59] | |
| 0.73 [0.65–0.81] | 0.74 [0.67–0.83] | 0.69 [0.61–0.79] | 0.84 [0.74–0.96] | |
| 1.78 [1.58–2.01] | 2.53 [2.12–3.02] | 2.10 [1.71–2.59] | 1.55 [1.25–1.93] | |
| 1.21 [1.14–1.30] | 1.41 [1.31–1.52] | 1.30 [1.18–1.42] | 1.17 [1.00–1.37] | |
| 1.18 [1.07–1.31] | 1.03 [0.89–1.20] | 1.13 [1.02–1.26] | 1.37 [1.20–1.57] | |
| 1.12 [1.04–1.21] | 1.35 [1.23–1.49] | 1.34 [1.21–1.48] | 1.27 [1.08–1.49] | |
| 1.66 [1.48–1.85] | 1.41 [1.25–1.59] | 1.63 [1.45–1.84] | ||
| 0.96 [0.94–0.98] | 0.95 [0.92–0.98] | 0.91 [0.89–0.94] | ||
| 0.95 [0.93–0.97] | 0.95 [0.93–0.97] | 0.98 [0.96–0.99] | 0.94 [0.92–0.97] | |
| 0.89 [0.87–0.92] | 0.94 [0.92–0.96] | 0.98 [0.96–1.00] | 0.96 [0.93–0.98] | |
| 1.00 [0.97–1.02] | 1.02 [1.00–1.04] | 1.00 [0.97–1.02] | 0.98 [0.95–1.01] | |
| 0.81 [0.66–1.00] | 0.69 [0.57–0.84] | 0.71 [0.60–0.86] | 0.89 [0.64–1.25] | |
| 2.48 [2.23–2.76] | 2.27 [2.08–2.47] | |||
| 1.84 [1.62–2.08] | 1.57 [1.40–1.76] | |||
| 1.13 [1.06–1.21] | 1.13 [1.05–1.21] | 0.96 [0.92–1.01] | 0.91 [0.86–0.97] | |
aPākehā are the reference group.
RR = relative risk.
CI = confidence interval.
Good emotional wellbeing is defined as scoring at least 13 on the WHO-5 Wellbeing Index. These questions were not asked in 2001.
Depressive symptoms at least 28 on the Reynolds Adolescent Depression Scale – Short Form.
Questions about foregoing and accessing healthcare were not asked in 2001.
Questions about experience of racism was not asked in 2001 and only some questions were asked in 2007, hence data in only available for 2012 and 2019.
Figure 1Tobacco control timeline and prevalence of cigarette smoking (weekly or more often) in adolescents (13–18 years), Aotearoa New Zealand, 2001–2019.
Figure 2Youth healthcare delivery timeline and prevalence of healthcare access and forgone healthcare in adolescents (13–18 years), Aotearoa New Zealand, 2007–2019.