Open AccessA latent profile analysis of Pacific health values
Author(s) -
Sarah Ann Kapeli
Publication year - 2021
Publication title -
pacific health dialog
Language(s) - English
Resource type - Journals
eISSN - 2422-8656
pISSN - 1015-7867
DOI - 10.26635/phd.2021.148
Subject(s) - pacific decadal oscillation , pacific ocean , proxy (statistics) , pacific rim , asia pacific , pacific studies , distress , population , psychology , geography , sociology , medicine , environmental health , anthropology , oceanography , ethnology , clinical psychology , computer science , archaeology , machine learning , geology
Pacific health models that centre Pacific values, can serve as a tool to address Pacific disparities in healthcare. In this study, we broadly draw upon the health concepts of these models to determine how Pacific values are translate across Pacific health and wellbeing. Methods: Using data from the New Zealand Attitudes and Values Study, we identified proxy indicators of common Pacific values. With these proxy indicators we developed a LP Latent Profile Analysis A to uncover subgroups of Pacific peoples based on their orientation towards each proxy indicator and their association with psychological distress. Findings: We identified four subgroups of Pacific peoples: (1) 65% of Pacific peoples identified strongly with Pacific values with low associated psychological distress (2) 18% of Pacific peoples identified moderately with Pacific values with medium associated psychological distress (3) 5% of Pacific peoples identified less with Pacific values with low associated psychological distress (4) 12% of Pacific peoples identified ambivalent with Pacific values with high associated psychological distress. Conclusions: These results suggest that Pacific values and the utility of Pacific health models are an appropriate way of framing health and wellbeing for a vast majority of our Pacific population. However, we also need to recognise the incredible diversity among our Pacific community and be understanding and accommodating of the diverse ways that Pacific peoples can express what they consider valuable.