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This paper uses a large administrative dataset providing 105,149 daily observations on 3,176 youth aged between 18 and 24 years using emergency homeless shelters from January 1, 2014, to December 31, 2019, in Calgary, Alberta, Canada. Using k-mean cluster analysis we classify youth who use emergency homeless shelters by their intensity of shelter use. In Calgary, most youth use homeless shelters as a temporary and infrequent refuge when housing is lost. For these youth, shelters are an effective and relatively inexpensive approach for helping them resolve their homelessness. A significant number, however, rely on shelters for much longer stays. For these youth, shelters are ineffective and expensive responses to their homelessness. To understand how youth are changing their use of shelters over time, we introduce time series measuring first admissions and readmissions to shelters. We show that how youth use shelters, and how that use has changed over time, differs for youth who self-identify as Indigenous, Caucasian and visible minority. [ABSTRACT FROM AUTHOR]

Participatory action research can be a research methodology that seeks to offer relational processes that develop high touch research relationships, create coempowerment, while fostering resiliency and strength, within the HIV community. The Calgary HIV Social Society (CHSS) in Calgary, Alberta, Canada co-developed with peer-researchers at Mount Royal University, a progressive form of action-oriented research that allowed the HIV community to develop and provide social gatherings to reduce the impact of stigma and isolation. The research project was developed with the community of people living with HIV to reduce the impact of isolation and stigma. The focus of the research was to better understand how social gatherings could improve the quality of life for those living with HIV. The action-oriented methodology allowed for HIV peer-researchers to bring their expertise on what was needed to reduce stigma and isolation. The HIV social support community created participatory action research processes that successfully contributed to building an inclusive, community for people living with HIV. This paper will share the themes that acknowledge the significant impact that a HIV high touch relationship research community can have for those, who face the barriers of isolation and stigma by increasing community connection, reducing financial constraints that limit participation, while increasing mental health wellness. [ABSTRACT FROM AUTHOR]