Constituents over Correlation: Indicators and Arctic Urban Decision-Making DOI Open Access
Jacob D. Tafrate, Kelsey E. Nyland, Robert W. Orttung

и другие.

Sustainability, Год журнала: 2024, Номер 16(20), С. 9033 - 9033

Опубликована: Окт. 18, 2024

Arctic city mayors influence municipal sustainability outcomes, navigating decisions on waste management, social service funding, and economic development. How do make these to what extent they integrate indicator data? Interviews with the of Fairbanks, Alaska, Yellowknife, Canada, Luleå, Sweden, revealed indicators are used a case-by-case basis track trends but lack systematic integration into decision-making. Constituent concerns drive agendas rather than trends. Based International Organization for Standardization (ISO) guidelines, 128 grouped 19 themes were compiled from 2000 2019 study cities. Partial Least Squares Structural Equation Modeling (PLS-SEM) was applied examine utility ISO as guiding factor trend tracking, identifying key each city. Results show that too inconsistent interconnected be useful an independent form guidance mayors. For municipalities, datasets in specific circumstances, not provide same kind decision-making heuristic receive direct constituent interaction. Findings emphasize importance more robust data collection development management frameworks support

Язык: Английский

Constituents over Correlation: Indicators and Arctic Urban Decision-Making DOI Open Access
Jacob D. Tafrate, Kelsey E. Nyland, Robert W. Orttung

и другие.

Sustainability, Год журнала: 2024, Номер 16(20), С. 9033 - 9033

Опубликована: Окт. 18, 2024

Arctic city mayors influence municipal sustainability outcomes, navigating decisions on waste management, social service funding, and economic development. How do make these to what extent they integrate indicator data? Interviews with the of Fairbanks, Alaska, Yellowknife, Canada, Luleå, Sweden, revealed indicators are used a case-by-case basis track trends but lack systematic integration into decision-making. Constituent concerns drive agendas rather than trends. Based International Organization for Standardization (ISO) guidelines, 128 grouped 19 themes were compiled from 2000 2019 study cities. Partial Least Squares Structural Equation Modeling (PLS-SEM) was applied examine utility ISO as guiding factor trend tracking, identifying key each city. Results show that too inconsistent interconnected be useful an independent form guidance mayors. For municipalities, datasets in specific circumstances, not provide same kind decision-making heuristic receive direct constituent interaction. Findings emphasize importance more robust data collection development management frameworks support

Язык: Английский

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