Progression and management of Prediabetes by socioeconomic status and health care consumption. The Tromsø Study 2007-2016
Background: Socioeconomic status and healthcare consumption are considered predictors of diabetes development and quality of blood glucose management. However, studies on the association between socioeconomic status and healthcare consumption in people with prediabetes and these outcomes are scarce....
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Format: | Master Thesis |
Language: | English |
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UiT Norges arktiske universitet
2023
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Subjects: | |
Online Access: | https://hdl.handle.net/10037/29611 |
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author | Yemane, Dagmawi |
author_facet | Yemane, Dagmawi |
author_sort | Yemane, Dagmawi |
collection | University of Tromsø: Munin Open Research Archive |
description | Background: Socioeconomic status and healthcare consumption are considered predictors of diabetes development and quality of blood glucose management. However, studies on the association between socioeconomic status and healthcare consumption in people with prediabetes and these outcomes are scarce. Objective: To examine the relationship between the development of diabetes in people with prediabetes and socioeconomic status as well as healthcare consumption. Furthermore, blood glucose management in people with prediabetes is also examined as diabetic complications usually occur before the diagnosis of diabetes and can be prevented by screening and early management. Methods: I used a cohort study using data from two waves of the population-based Tromsø Study utilizing socioeconomic variables, anthropometric variables, healthcare consumption, exercise, and smoking information collected from the questionnaire, and HbA1c data collected from laboratory data along with demographic and information on personal and family history of diabetes. These variables are analyzed using binary logistic regression analysis, linear regression analysis, and mediation analysis. Main results: From the 2690 participants with prediabetes included in wave 6 of the Tromsø Study, 304 representing 11.3% of participants had developed diabetes at follow up 7-8 years later (wave 7 of the Tromsø Study). Those with an upper secondary level of education had 54% higher odds of a diagnosis of diabetes relative to those with four or more years of college/university level of education. While there was a 0.06-unit change in HbA1c levels in participants with the lowest levels of education compared to those with the highest. Furthermore, those with 5 or more GP visits over the 12 months prior to Tromsø 6 had 74% higher odds of getting diagnosed with diabetes than those with 1 visit. Conclusions: While the association of healthcare consumption on the progression of the disease in the study participants is not established, there is a socioeconomic ... |
format | Master Thesis |
genre | Tromsø |
genre_facet | Tromsø |
geographic | Tromsø |
geographic_facet | Tromsø |
id | ftunivtroemsoe:oai:munin.uit.no:10037/29611 |
institution | Open Polar |
language | English |
op_collection_id | ftunivtroemsoe |
op_relation | https://hdl.handle.net/10037/29611 |
op_rights | Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) openAccess Copyright 2023 The Author(s) https://creativecommons.org/licenses/by-nc-sa/4.0 |
publishDate | 2023 |
publisher | UiT Norges arktiske universitet |
record_format | openpolar |
spelling | ftunivtroemsoe:oai:munin.uit.no:10037/29611 2025-04-13T14:27:32+00:00 Progression and management of Prediabetes by socioeconomic status and health care consumption. The Tromsø Study 2007-2016 Yemane, Dagmawi 2023-06-12 https://hdl.handle.net/10037/29611 eng eng UiT Norges arktiske universitet UiT The Arctic University of Norway https://hdl.handle.net/10037/29611 Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) openAccess Copyright 2023 The Author(s) https://creativecommons.org/licenses/by-nc-sa/4.0 Diabetes Mellitus Prediabetes Socioeconomic status Health care Consumption HEL-3950 Master thesis Mastergradsoppgave 2023 ftunivtroemsoe 2025-03-14T05:17:56Z Background: Socioeconomic status and healthcare consumption are considered predictors of diabetes development and quality of blood glucose management. However, studies on the association between socioeconomic status and healthcare consumption in people with prediabetes and these outcomes are scarce. Objective: To examine the relationship between the development of diabetes in people with prediabetes and socioeconomic status as well as healthcare consumption. Furthermore, blood glucose management in people with prediabetes is also examined as diabetic complications usually occur before the diagnosis of diabetes and can be prevented by screening and early management. Methods: I used a cohort study using data from two waves of the population-based Tromsø Study utilizing socioeconomic variables, anthropometric variables, healthcare consumption, exercise, and smoking information collected from the questionnaire, and HbA1c data collected from laboratory data along with demographic and information on personal and family history of diabetes. These variables are analyzed using binary logistic regression analysis, linear regression analysis, and mediation analysis. Main results: From the 2690 participants with prediabetes included in wave 6 of the Tromsø Study, 304 representing 11.3% of participants had developed diabetes at follow up 7-8 years later (wave 7 of the Tromsø Study). Those with an upper secondary level of education had 54% higher odds of a diagnosis of diabetes relative to those with four or more years of college/university level of education. While there was a 0.06-unit change in HbA1c levels in participants with the lowest levels of education compared to those with the highest. Furthermore, those with 5 or more GP visits over the 12 months prior to Tromsø 6 had 74% higher odds of getting diagnosed with diabetes than those with 1 visit. Conclusions: While the association of healthcare consumption on the progression of the disease in the study participants is not established, there is a socioeconomic ... Master Thesis Tromsø University of Tromsø: Munin Open Research Archive Tromsø |
spellingShingle | Diabetes Mellitus Prediabetes Socioeconomic status Health care Consumption HEL-3950 Yemane, Dagmawi Progression and management of Prediabetes by socioeconomic status and health care consumption. The Tromsø Study 2007-2016 |
title | Progression and management of Prediabetes by socioeconomic status and health care consumption. The Tromsø Study 2007-2016 |
title_full | Progression and management of Prediabetes by socioeconomic status and health care consumption. The Tromsø Study 2007-2016 |
title_fullStr | Progression and management of Prediabetes by socioeconomic status and health care consumption. The Tromsø Study 2007-2016 |
title_full_unstemmed | Progression and management of Prediabetes by socioeconomic status and health care consumption. The Tromsø Study 2007-2016 |
title_short | Progression and management of Prediabetes by socioeconomic status and health care consumption. The Tromsø Study 2007-2016 |
title_sort | progression and management of prediabetes by socioeconomic status and health care consumption. the tromsø study 2007-2016 |
topic | Diabetes Mellitus Prediabetes Socioeconomic status Health care Consumption HEL-3950 |
topic_facet | Diabetes Mellitus Prediabetes Socioeconomic status Health care Consumption HEL-3950 |
url | https://hdl.handle.net/10037/29611 |