Data related to policy (A) |
Technical |
Not related to relevant policy or policy area (A) |
Data measures of policy inputs and outputs (A) |
Lacked new information/or adequate information (A) |
Data available at small geographic scales and is comparable (A) |
Inappropriate scale of data availability (D/A) |
Data not expensive to obtain (D) |
Data availability and cost of obtaining data (D/A) |
Indicators include social and built environment elements (A) |
Limited relevance of indicators to specific users (A) |
Provides evidence to support advocacy (A) |
Variation in how indicators are prioritized by different groups (D/A) |
Measures public service performance (A) |
Data did not match the population affected by new development (A) |
Data collected over a long period (A) |
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City managers receptive to indicator data (A) |
Political |
Politicians’ concern that indicators would reveal negative issues (A) |
Indicator work is embedded in a local government department with influence over relevant policy or other departments (A) |
Concern that indicators would be used to stop development (A) |
Concern that UHI tool would be used to create new regulations (A) |
UHI tool not accepted/valued by all stakeholders (A) |
Conflict between UHI tool stakeholders (A) |
Indicator outputs not politically or financially feasible (A) |
Complexity of policy-making process (A) |
Local leaders did not want policy advice from indicators (D/A) |
Diverse knowledge incorporated via broad participation (D/A) |
Knowledge |
Knowledge gap about health and land-use (D) |
Indicators are perceived as “neutral” or “objective” (A) |
Knowledge gap about creation and application of indicators (D/A) |
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Knowledge gap about translating indicator data into development plan recommendations (A) |
Residents/citizens are involved in selecting indicators (D/A) |
Organizational |
Conflict or disagreement within the indicator producer group (D/A) |
Indicator developer (or owner) is embedded in local authority (A) |
Stakeholder availability and “permission” to participate (D) |
Indicator data is integrated early in the planning process (A) |
Limited agency/power of the indicator producer or users (D/A) |
Difficulty finding neutral space for all stakeholders to meet (D) |
Focusing stakeholder involvement away from grievances (D) |
Lack of collaboration across municipal departments (A) |
Not all stakeholders equally interested in producing indicators (D) |
Resource constraints (A) |