Research PRojects
Research PRojects
Research PRojects
MUSIC-BASED AFFECT REGULATION AND SUBJECTIVE WELL-BEING
MUSIC-BASED AFFECT REGULATION AND SUBJECTIVE WELL-BEING
MUSIC-BASED AFFECT REGULATION AND SUBJECTIVE WELL-BEING
Research Report
Report Poster
Abstract:
This study examined whether music-based affect regulation predicts subjective well-being, and whether this relationship differs by age. 70 adults completed an anonymous survey assessing affect-regulation frequency, life satisfaction, and demographics, analyzed in JASP using Pearson correlations. Affect regulation and life satisfaction were not significantly correlated overall, r(68) = -.05, p = .694, nor did this relationship differ between younger and older adults, z = -1.03, p = .303. Neither hypothesis was supported.
Introduction:
Adults report listening to music two to four hours per day on average (Groarke & Hogan, 2016), yet researchers disagree on which function of that listening drives well-being. Affect regulation is the reason most people give for listening to music, but prior work suggests it plays a secondary role relative to functions like meaning-making and reminiscence. Findings on whether affect regulation predicts well-being are mixed: large-scale studies report positive associations (Park & Suh, 2023; Shan et al., 2024), while others link frequent emotional listening to worse outcomes (Randall & Rickard, 2017).
Adults report listening to music two to four hours per day on average (Groarke & Hogan, 2016), yet researchers disagree on which function of that listening drives well-being. Affect regulation is the reason most people give for listening to music, but prior work suggests it plays a secondary role relative to functions like meaning-making and reminiscence. Findings on whether affect regulation predicts well-being are mixed: large-scale studies report positive associations (Park & Suh, 2023; Shan et al., 2024), while others link frequent emotional listening to worse outcomes (Randall & Rickard, 2017).
Methods:
Participants: 70 adults (Mage = 37.21) recruited via social media. Materials: Affect regulation measured with 6 items adapted from the AFML (Groarke & Hogan, 2018; 1–5 frequency scale). Life satisfaction measured with the 5-item Satisfaction with Life Scale (Diener et al., 1985; 1–7 agreement scale). Procedure: Anonymous Qualtrics survey, and then data analyzed in JASP using Pearson correlations.
Methods:
Tools:
Qualtrics, Google Suite: Docs / Sheets / Slides, JASP
Tools:

Results:
Abstract:
Affect regulation and life satisfaction were not significantly correlated in the full sample, r(68) = -.05, p = .694. This null result held for both younger adults, r(18) = -.29, p = .248, and older adults, r(50) = -.003, p = .986. Neither hypothesis was supported.
Discussion:
These null findings echo prior work showing the AFML Stress Regulation subscale does not reliably predict well-being (Groarke & Hogan, 2018) and that affect regulation functions as a secondary process relative to meaning and reminiscence (Groarke & Hogan, 2016). Larger studies using more powerful designs have found positive associations between music and well-being (Park & Suh, 2023; Shan et al., 2024), suggesting the present study may have been underpowered. Even so, everyday music listening remains a low-cost, accessible tool that clinicians and wellness programs may continue to explore.
References:
Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Lawrence Erlbaum.
Diener, E., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985). The satisfaction with life scale. Journal of Personality Assessment, 49(1), 71–75.
Groarke, J. M., & Hogan, M. J. (2016). Enhancing wellbeing: An emerging model of the adaptive functions of music listening. Psychology of Music, 44(4), 769–791.
Groarke, J. M., & Hogan, M. J. (2018). Development and psychometric evaluation of the adaptive functions of music listening scale. Frontiers in Psychology, 9, Article 516.
Park, A., & Suh, K.-H. (2023). Hardiness and expectations for future life. Behavioral Sciences, 13(10), Article 852.
Randall, W. M., & Rickard, N. S. (2017). Reasons for personal music listening. Psychology of Music, 45(6), 826–841.
Shan, X., Zhang, Y., Deng, J., Ma, H., & Hu, X. (2024). The association between music listening at home and subjective well-being. Behavioral Sciences, 14(9), Article 767.
Conclusion:
Music-based affect regulation was not significantly associated with subjective well-being, and this relationship did not differ by age. Limitations include a small, non-diverse sample. Future research should use larger, more diverse samples and broader measures of music-based coping.
Music-based affect regulation was not significantly associated with subjective well-being, and this relationship did not differ by age. Limitations include a small, non-diverse sample. Future research should use larger, more diverse samples and broader measures of music-based coping.
This study examined whether music-based affect regulation predicts subjective well-being, and whether this relationship differs by age. 70 adults completed an anonymous survey assessing affect-regulation frequency, life satisfaction, and demographics, analyzed in JASP using Pearson correlations. Affect regulation and life satisfaction were not significantly correlated overall, r(68) = -.05, p = .694, nor did this relationship differ between younger and older adults, z = -1.03, p = .303. Neither hypothesis was supported.
Introduction:
Adults report listening to music two to four hours per day on average (Groarke & Hogan, 2016), yet researchers disagree on which function of that listening drives well-being. Affect regulation is the reason most people give for listening to music, but prior work suggests it plays a secondary role relative to functions like meaning-making and reminiscence. Findings on whether affect regulation predicts well-being are mixed: large-scale studies report positive associations (Park & Suh, 2023; Shan et al., 2024), while others link frequent emotional listening to worse outcomes (Randall & Rickard, 2017).
Methods:
Participants: 70 adults (Mage = 37.21) recruited via social media. Materials: Affect regulation measured with 6 items adapted from the AFML (Groarke & Hogan, 2018; 1–5 frequency scale). Life satisfaction measured with the 5-item Satisfaction with Life Scale (Diener et al., 1985; 1–7 agreement scale). Procedure: Anonymous Qualtrics survey, and then data analyzed in JASP using Pearson correlations.
Tools:
Qualtrics, Google Suite: Docs / Sheets / Slides, JASP
Growing Against the Grain:
Food Justice, Contaminated Land, and Community Power in Detroit
Growing Against the Grain:
Food Justice, Contaminated Land, and Community Power in Detroit
Growing Against the Grain:
Food Justice, Contaminated Land, and Community Power in Detroit
Results:
Discussion:
Methods:
Affect regulation and life satisfaction were not significantly correlated in the full sample, r(68) = -.05, p = .694. This null result held for both younger adults, r(18) = -.29, p = .248, and older adults, r(50) = -.003, p = .986. Neither hypothesis was supported.
These null findings echo prior work showing the AFML Stress Regulation subscale does not reliably predict well-being (Groarke & Hogan, 2018) and that affect regulation functions as a secondary process relative to meaning and reminiscence (Groarke & Hogan, 2016). Larger studies using more powerful designs have found positive associations between music and well-being (Park & Suh, 2023; Shan et al., 2024), suggesting the present study may have been underpowered. Even so, everyday music listening remains a low-cost, accessible tool that clinicians and wellness programs may continue to explore.
Conclusion:
Music-based affect regulation was not significantly associated with subjective well-being, and this relationship did not differ by age. Limitations include a small, non-diverse sample. Future research should use larger, more diverse samples and broader measures of music-based coping.
REferences:
Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Lawrence Erlbaum.
Diener, E., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985). The satisfaction with life scale. Journal of Personality Assessment, 49(1), 71–75.
Groarke, J. M., & Hogan, M. J. (2016). Enhancing wellbeing: An emerging model of the adaptive functions of music listening. Psychology of Music, 44(4), 769–791.
Groarke, J. M., & Hogan, M. J. (2018). Development and psychometric evaluation of the adaptive functions of music listening scale. Frontiers in Psychology, 9, Article 516.
Park, A., & Suh, K.-H. (2023). Hardiness and expectations for future life. Behavioral Sciences, 13(10), Article 852.
Randall, W. M., & Rickard, N. S. (2017). Reasons for personal music listening. Psychology of Music, 45(6), 826–841.
Shan, X., Zhang, Y., Deng, J., Ma, H., & Hu, X. (2024). The association between music listening at home and subjective well-being. Behavioral Sciences, 14(9), Article 767.
Focus Statement:
Focus Statement:
Detroit's Black-led urban agriculture movement is reclaiming the city's vacant, industrially contaminated land for community food security. Still, unresolved soil contamination and insecure land ownership reveal how easily "green" urban revitalization can reproduce the same racially infused infrastructure it claims to remedy.
Overview:
Overview:
My case study focuses on Detroit, Michigan. Detroit offers one of the most compelling case studies in the country for examining the intersection of food justice, environmental contamination, and racialized land politics. Decades of deindustrialization, white flight, and population loss left the city with a large amount of vacant land, with more than 100,000 vacant lots. That vacancy, sitting on top of decades of disinvestment, created what scholars and activists call a "food apartheid," where majority-Black neighborhoods have limited access to affordable, fresh food but abundant unused land all around them. This case study focuses on what the community is doing in response and the battles they have faced along the way.
Solutions & Future Directions:
Solutions & Future Directions:
Detroiters aren't waiting around. On the land-security side, community land trusts have become the clearest tool anyone's found. The Detroit Cultivator Community Land Trust, which grew out of Oakland Avenue Urban Farm in 2020, now holds ten acres across fifty city lots, with a legal commitment to keep at least 3.5 of those acres in food production for the next thirty years. This ensures the land will not be on the market for good (Planet Detroit, 2025). That's been paired with direct funding too. A Black Farmer Land Fund that has helped dozens of Black Detroiters buy land and equipment outright (BridgeDetroit, 2025), along with the city, has been offering small grants to urban growers through its new Urban Agriculture Division (City of Detroit, 2026).
The contamination side is harder because the real fixes are so expensive. Laidlaw et al. (2017) reviewed the remediation literature and found full excavation and soil replacement works best but rarely gets done at the scale Detroit needs. So cheaper treatments that chemically stabilize the lead, instead of removing it, have become the more realistic option. However, the land needs ongoing monitoring to ensure it is still safe (see Figure 3).
References:
Anguelovski, I., & Connolly, J. J. T. (2024). Segregating by greening: What do we mean by green gentrification? Journal of Planning Literature, 39(3), 386–394. https://www.researchgate.net/publication/379910407_Segregating_by_Greening_What_do_We_Mean_by_Green_Gentrification
Brenner, D. (2022, April 5). Urban agriculture in Detroit. Food Manufacturing. https://www.foodmanufacturing.com/facility/news/22159015/urban-agriculture-in-detroit
BridgeDetroit. (2025, December 12). Finding solutions for food sovereignty in Detroit. https://www.bridgedetroit.com/food-sovereignty-detroit-um-detroit-center/
Bullard, R. D. (1990). Dumping in Dixie: Race, class, and environmental quality. Westview Press. https://en.wikipedia.org/wiki/Dumping_in_Dixie
City of Detroit. (2026). Urban agriculture. Office of Sustainability. https://detroitmi.gov/government/mayors-office/office-sustainability/urban-agriculture
Glennie, C., & Alkon, A. H. (2018). Food justice: Cultivating the field. Environmental Research Letters, 13(7), Article 073003. https://iopscience.iop.org/article/10.1088/1748-9326/aac4b2
Laidlaw, M. A. S., Filippelli, G. M., Brown, S., Paz-Ferreiro, J., Reichman, S. M., Netherway, P., Truskewycz, A., Ball, A. S., & Mielke, H. W. (2017). Case studies and evidence-based approaches to addressing urban soil lead contamination. Applied Geochemistry, 83, 14–30. https://www.sciencedirect.com/science/article/pii/S0883292717301737
Newell, J. P., Foster, A., Borgman, M., & Meerow, S. (2022). Ecosystem services of urban agriculture and prospects for scaling up production: A study of Detroit. Cities, 125, Article 103664. https://www.sciencedirect.com/science/article/pii/S0264275122001032
Outlier Media. (2021, August). Getting the lead out of Detroit's soil. https://outliermedia.org/getting-the-lead-out-of-detroit-soil/
Planet Detroit. (2025, February). Detroit farmers find stable ground in Detroit's first community land trust. https://planetdetroit.org/2025/02/community-land-trust-detroit/
Safransky, S. (2014). Greening the urban frontier: Race, property, and resettlement in Detroit. Geoforum, 56, 237–248. https://www.sciencedirect.com/science/article/abs/pii/S0016718514001377
White, M. M. (2011). D-Town Farm: African American resistance to food insecurity and the transformation of Detroit. Environmental Practice, 13(4), 406–417. https://www.proquest.com/docview/912371579/fulltextPDF/32C9B20E6C5E40BBPQ/1?accountid=13013&sourcetype=Scholarly%20Journals
Wolf, C. (2018, May 10). Karen Washington: It's not a food desert, it's food apartheid. Guernica. https://www.guernicamag.com/karen-washington-its-not-a-food-desert-its-food-apartheid
Xie, Y., Gong, H., Lan, H., & Zeng, S. (2018). Examining shrinking city of Detroit in the context of socio-spatial inequalities. Landscape and Urban Planning, 177, 350–361. https://www.sciencedirect.com/science/article/pii/S0169204618300719
Zahran, S., Laidlaw, M. A. S., McElmurry, S. P., Filippelli, G. M., & Taylor, M. (2013). Linking source and effect: Resuspended soil lead, air lead, and children's blood lead levels in Detroit, Michigan. Environmental Science & Technology, 47(6), 2839–2845. https://pubs-acs-org.oregonstate.idm.oclc.org/doi/full/10.1021/es303854c
City of Detroit. (n.d.). Vacant property registrations [Data set]. Detroit Open Data Portal. https://data.detroitmi.gov/datasets/detroitmi::vacant-property-registrations-1/explore?location=42.352246%2C-83.101026%2C11
Long, J. (2022, August 23). Downtown density 1925-2020. Downtown Detroit Partnership. https://downtowndetroit.org/news-insights/downtown-density-1925-2020/
Alluvial Soil Lab. (n.d.). Heavy metals soil testing: Ultimate guide to safe soil in U.S. cities. https://alluvialsoillab.com/blogs/soil-testing-misc/heavy-metals-soil-testing-ultimate-guide-to-safe-soil-in-u-s-cities-2
Colvin, R. (2021, August 12). Getting the lead out of Detroit's soil. Planet Detroit. https://planetdetroit.org/2021/08/getting-the-lead-out-of-detroits-soil/
Scholl, D. (2026, April 8). Experience Detroit's amazing community gardens. Tour Detroit. https://tourdetroit.com/experience-detroits-amazing-community-gardens/
Adams, B. (2026, May 15). From urban gardens to agrihoods: The rise of agricultural neighborhoods in Detroit. One Earth. https://www.oneearth.org/from-urban-gardens-to-agrihoods-the-rise-of-agricultural-neighborhoods-in-detroit/
West, E. (2021, August 10). Revisiting Detroit's first "agrihood" or sustainable urban farm. Medium. https://medium.com/age-of-awareness/revisiting-detroits-first-agrihood-or-sustainable-urban-farm-713c92f3297
Overall, S. (2024, October 31). The healing soil: Detroit's urban farms. Outlier Media. https://outliermedia.org/detroit-urban-farming-garden-agriculture/
Murthy, D. (2024, April 4). FAQ: Detroit Food Commons welcomes Black-led co-op grocery store. Planet Detroit. https://planetdetroit.org/2024/04/faq-detroit-food-commons-black-grocery/
Hill, A. B. (2018, May 4). Map: Spatial access to Detroit grocery stores 2017. DETROITography. https://detroitography.com/2018/05/04/map-spatial-access-to-detroit-grocery-stores-2017/
Detroiters aren't waiting around. On the land-security side, community land trusts have become the clearest tool anyone's found. The Detroit Cultivator Community Land Trust, which grew out of Oakland Avenue Urban Farm in 2020, now holds ten acres across fifty city lots, with a legal commitment to keep at least 3.5 of those acres in food production for the next thirty years. This ensures the land will not be on the market for good (Planet Detroit, 2025). That's been paired with direct funding too. A Black Farmer Land Fund that has helped dozens of Black Detroiters buy land and equipment outright (BridgeDetroit, 2025), along with the city, has been offering small grants to urban growers through its new Urban Agriculture Division (City of Detroit, 2026).
The contamination side is harder because the real fixes are so expensive. Laidlaw et al. (2017) reviewed the remediation literature and found full excavation and soil replacement works best but rarely gets done at the scale Detroit needs. So cheaper treatments that chemically stabilize the lead, instead of removing it, have become the more realistic option. However, the land needs ongoing monitoring to ensure it is still safe (see Figure 3).
Anguelovski, I., & Connolly, J. J. T. (2024). Segregating by greening: What do we mean by green gentrification? Journal of Planning Literature, 39(3), 386–394. https://www.researchgate.net/publication/379910407_Segregating_by_Greening_What_do_We_Mean_by_Green_Gentrification
Brenner, D. (2022, April 5). Urban agriculture in Detroit. Food Manufacturing. https://www.foodmanufacturing.com/facility/news/22159015/urban-agriculture-in-detroit
BridgeDetroit. (2025, December 12). Finding solutions for food sovereignty in Detroit. https://www.bridgedetroit.com/food-sovereignty-detroit-um-detroit-center/
Bullard, R. D. (1990). Dumping in Dixie: Race, class, and environmental quality. Westview Press. https://en.wikipedia.org/wiki/Dumping_in_Dixie
City of Detroit. (2026). Urban agriculture. Office of Sustainability. https://detroitmi.gov/government/mayors-office/office-sustainability/urban-agriculture
Glennie, C., & Alkon, A. H. (2018). Food justice: Cultivating the field. Environmental Research Letters, 13(7), Article 073003. https://iopscience.iop.org/article/10.1088/1748-9326/aac4b2
Laidlaw, M. A. S., Filippelli, G. M., Brown, S., Paz-Ferreiro, J., Reichman, S. M., Netherway, P., Truskewycz, A., Ball, A. S., & Mielke, H. W. (2017). Case studies and evidence-based approaches to addressing urban soil lead contamination. Applied Geochemistry, 83, 14–30. https://www.sciencedirect.com/science/article/pii/S0883292717301737
Newell, J. P., Foster, A., Borgman, M., & Meerow, S. (2022). Ecosystem services of urban agriculture and prospects for scaling up production: A study of Detroit. Cities, 125, Article 103664. https://www.sciencedirect.com/science/article/pii/S0264275122001032
Outlier Media. (2021, August). Getting the lead out of Detroit's soil. https://outliermedia.org/getting-the-lead-out-of-detroit-soil/
Planet Detroit. (2025, February). Detroit farmers find stable ground in Detroit's first community land trust. https://planetdetroit.org/2025/02/community-land-trust-detroit/
Safransky, S. (2014). Greening the urban frontier: Race, property, and resettlement in Detroit. Geoforum, 56, 237–248. https://www.sciencedirect.com/science/article/abs/pii/S0016718514001377
White, M. M. (2011). D-Town Farm: African American resistance to food insecurity and the transformation of Detroit. Environmental Practice, 13(4), 406–417. https://www.proquest.com/docview/912371579/fulltextPDF/32C9B20E6C5E40BBPQ/1?accountid=13013&sourcetype=Scholarly%20Journals
Wolf, C. (2018, May 10). Karen Washington: It's not a food desert, it's food apartheid. Guernica. https://www.guernicamag.com/karen-washington-its-not-a-food-desert-its-food-apartheid
Xie, Y., Gong, H., Lan, H., & Zeng, S. (2018). Examining shrinking city of Detroit in the context of socio-spatial inequalities. Landscape and Urban Planning, 177, 350–361. https://www.sciencedirect.com/science/article/pii/S0169204618300719
Zahran, S., Laidlaw, M. A. S., McElmurry, S. P., Filippelli, G. M., & Taylor, M. (2013). Linking source and effect: Resuspended soil lead, air lead, and children's blood lead levels in Detroit, Michigan. Environmental Science & Technology, 47(6), 2839–2845. https://pubs-acs-org.oregonstate.idm.oclc.org/doi/full/10.1021/es303854c
City of Detroit. (n.d.). Vacant property registrations [Data set]. Detroit Open Data Portal. https://data.detroitmi.gov/datasets/detroitmi::vacant-property-registrations-1/explore?location=42.352246%2C-83.101026%2C11
Long, J. (2022, August 23). Downtown density 1925-2020. Downtown Detroit Partnership. https://downtowndetroit.org/news-insights/downtown-density-1925-2020/
Alluvial Soil Lab. (n.d.). Heavy metals soil testing: Ultimate guide to safe soil in U.S. cities. https://alluvialsoillab.com/blogs/soil-testing-misc/heavy-metals-soil-testing-ultimate-guide-to-safe-soil-in-u-s-cities-2
Colvin, R. (2021, August 12). Getting the lead out of Detroit's soil. Planet Detroit. https://planetdetroit.org/2021/08/getting-the-lead-out-of-detroits-soil/
Scholl, D. (2026, April 8). Experience Detroit's amazing community gardens. Tour Detroit. https://tourdetroit.com/experience-detroits-amazing-community-gardens/
Adams, B. (2026, May 15). From urban gardens to agrihoods: The rise of agricultural neighborhoods in Detroit. One Earth. https://www.oneearth.org/from-urban-gardens-to-agrihoods-the-rise-of-agricultural-neighborhoods-in-detroit/
West, E. (2021, August 10). Revisiting Detroit's first "agrihood" or sustainable urban farm. Medium. https://medium.com/age-of-awareness/revisiting-detroits-first-agrihood-or-sustainable-urban-farm-713c92f3297
Overall, S. (2024, October 31). The healing soil: Detroit's urban farms. Outlier Media. https://outliermedia.org/detroit-urban-farming-garden-agriculture/
Murthy, D. (2024, April 4). FAQ: Detroit Food Commons welcomes Black-led co-op grocery store. Planet Detroit. https://planetdetroit.org/2024/04/faq-detroit-food-commons-black-grocery/
Hill, A. B. (2018, May 4). Map: Spatial access to Detroit grocery stores 2017. DETROITography. https://detroitography.com/2018/05/04/map-spatial-access-to-detroit-grocery-stores-2017/
References:
Research Report
