Designing an Integrated SMART Indicator Framework for Urban Green Transitions: Aligning SDGs and ISO 37120 at City Level
Abstract
1. Introduction
2. Materials and Methods
2.1. Research Design and Methodological Overview
2.2. Structured Literature Review
2.3. Conceptual Framework Design and Target Reorganization
2.4. Indicator Selection and Application of SMART Criteria
2.5. Validation Through Municipal Case Analysis
3. Results
3.1. Structure of the Integrated Urban Sustainability Framework
3.2. Alignment of SDG Targets and ISO 37120 Indicators
3.3. Conceptual Architecture of the Framework
3.4. Framework Operationalization
3.5. Validation Through the Porto Municipal Case
4. Discussion
4.1. Advancing the Localization of the SDGs Through Municipal Logic
4.2. Integrating Standardization and Contextual Relevance
4.3. The Role and Limits of SMART Indicators in Urban Sustainability
4.4. Comparison with Existing Assessment Approaches
4.5. Governance Implications and Digital Decision-Support Systems
4.6. Limitations and Threats to Validity
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| AIHW | Australian Institute of Health and Welfare |
| APC | Article Processing Charge |
| AQICN | Air Quality Index China Network |
| CBPP | Center on Budget and Policy Priorities |
| EM-DAT | Emergency Events Database |
| ESG | Environmental, Social and Governance |
| GDP | Gross Domestic Product |
| ISO | International Organization for Standardization |
| OECD | Organisation for Economic Co-operation and Development |
| PM2.5 | Particulate Matter with aerodynamic diameter ≤ 2.5 µm |
| SDG | Sustainable Development Goal |
| SMART | Specific, Measurable, Achievable, Relevant, and Time-bound |
| UN | United Nations |
| UNEP | United Nations Environment Programme |
| UNICEF | United Nations Children’s Fund |
| WHO | World Health Organization |
Appendix A. Framework Operationalization by Dimension
Appendix A.1. Government and Economic Development: SDG Targets and Operational Indicators
| SDG | Consolidated Target | Indicators | Source |
|---|---|---|---|
| SDG 1 | G1. Reduce poverty and ensure access to economic resources and social protection | Proportion of population living below the national poverty line | UN–1.2.1 [31] |
| Proportion of population covered by social protection system | UN–1.3.1 [32] | ||
| Municipal expenditure on social protection per capita | OECD [33] | ||
| SDG 5 | G2. Ensure inclusive participation and gender equality in decision-making | Proportion of seats held by women in local government | UN–5.5.1 [34] |
| SDG 8 | G3. Promote sustained, inclusive and sustainable economic growth and decent work | Gender wage gap | Eurostat [35] |
| Employment rate | Eurostat [36] | ||
| Youth unemployment rate | Eurostat [37] | ||
| Number of businesses per 100,000 inhabitants | Eurostat [38] | ||
| SDG 9 | G4. Strengthen economic resilience, innovation and productivity | Number of patents per 100,000 inhabitants | OECD [39] |
| SDG 10 | G5. Reduce inequalities within the city | Households with internet access | Eurostat [40] |
| Income inequality (Gini coefficient) | World Bank [41] | ||
| Share of income held by the bottom 40% of the population | UN–10.1.1 [42] | ||
| SDG 12 | G6. Promote sustainable public procurement and responsible production | Share of municipal procurement aligned with sustainability criteria | UN–12.7.1 [43] |
| SDG 16 | G7. Strengthen institutions, transparency and public trust | Voter turnout in municipal elections | International IDEA [44] |
| SDG 17 | G8. Strengthen institutional capacity and fiscal autonomy through partnerships | Access to public information | UN–16.10.2 [45] |
| Municipal revenue per capita | Eurostat [46] | ||
| Share of own-source revenue in total municipal revenue | OECD [47] |
Appendix A.2. Civic & Social Infrastructure Targets and Operational Indicators
| SDG | Consolidated Target | Indicators | Source |
|---|---|---|---|
| SDG 3 | S1. Ensure access to essential health services and preventive care | Health service coverage index | UN–3.8.1 [48] |
| Number of physicians per 100,000 inhabitants | Eurostat [49] | ||
| Number of hospital beds per 100,000 inhabitants | World Bank [50] | ||
| SDG 4 | S2. Ensure inclusive and equitable access to quality education | Participation rate in early childhood education | UN–4.2.2 [51] |
| Completion rate in primary and secondary education | UN–4.1.2 [52] | ||
| Adult participation in education and training | Eurostat [53] | ||
| SDG 6 | S3. Ensure access to safe drinking water and sanitation services | Proportion of population using safely managed drinking water services | UN–6.1.1 [54] |
| Proportion of population using safely managed sanitation services | UN–6.2.1 [55] | ||
| Population connected to wastewater treatment | Eurostat [56] | ||
| SDG 7 | S4. Ensure access to affordable, reliable and modern energy services | Proportion of population with access to electricity | UN–7.1.1 [57] |
| Average electricity consumption per capita (kWh) | Portuguese National Statistics Institute (INE) [58] | ||
| SDG 10 | S5. Promote social inclusion and equal access to public services | Share of population at risk of social exclusion | Eurostat [59] |
| Access to essential public services for vulnerable groups | OECD [60] | ||
| SDG 16 | S6. Ensure access to information and basic administrative services | Birth registration coverage | UN–16.9.1 [61] |
| Access to digital public services | OECD [62] | ||
| SDG 17 | S7. Strengthen data availability and service-related monitoring capacity | Availability of municipal service statistics | UN–17.18.1 [63] |
Appendix A.3. Environment and Climate: SDG Targets and Operational Indicators
| SDG | Consolidated Target | Indicators | Source |
|---|---|---|---|
| SDG 2 | E1. Promote sustainable food systems and environmentally sound agricultural practices | Proportion of agricultural area under productive and sustainable agriculture | UN–2.4.1 [64] |
| SDG 6 | E2. Ensure sustainable management of water resources | Water stress level | UN–6.4.2 [65] |
| Water consumption per capita | Worldometer [66] | ||
| Proportion of wastewater safely treated | UN–6.3.1 [67] | ||
| SDG 11 | E3. Reduce the environmental impact of cities | Annual mean concentration of PM2.5 | UN–11.6.2 [68] |
| Solid waste collected per capita | European Environment Agency (EEA) [69] | ||
| SDG 12 | E4. Promote waste reduction and sustainable consumption patterns | Municipal waste recycling rate | INE [70] |
| Food waste per capita | UN–12.3.1 [71] | ||
| SDG 13 | E5. Strengthen resilience and adaptive capacity to climate-related hazards | Number of climate-related disaster events | EM-DAT [72] |
| Deaths caused by climate-related natural disasters | German Watch [72] | ||
| SDG 14 | E6. Reduce marine pollution and protect coastal ecosystems | Coastal water quality index | UNEP [73] |
| SDG 15 | E7. Protect, restore and promote sustainable use of terrestrial ecosystems | Green areas per capita | Hassan and Jombach, 2026 [74] |
Appendix A.4. Infrastructure and Urban Planning: SDG Targets and Operational Indicators
| SDG | Consolidated Target | Indicators | Source |
|---|---|---|---|
| SDG 7 | I1. Ensure access to affordable, reliable and sustainable energy infrastructure | Share of renewable energy in total final energy consumption | UN–7.2.1 [75] |
| Energy consumption per capita | Our World in Data [76] | ||
| SDG 9 | I2. Develop resilient infrastructure and promote innovation | Length of public transport network per 100,000 inhabitants | European Metropolitan Transport Authorities (EMTA) [77] |
| Internet broadband subscriptions per 100,000 inhabitants | Our World in Data [78] | ||
| SDG 11 | I3. Ensure access to adequate, safe and affordable housing | Proportion of population living in overcrowded dwellings | UN–11.1.1 [79] |
| Housing affordability index | OECD [80] | ||
| SDG 11 | I4. Promote safe, inclusive and sustainable urban mobility | Public transport ridership per capita | ISO 37120–9.2 [81] |
| Food waste per capita | UN–12.3.1 [71] | ||
| SDG 11 | E5. Strengthen resilience and adaptive capacity to climate-related hazards | Number of climate-related disaster events | EM-DAT [72] |
| Road traffic fatalities per 100,000 inhabitants | UN–3.6.1 [82] | ||
| SDG 11 | I5. Strengthen urban planning and land-use management | Land consumption rate | UN–11.3.1 [83] |
| Built-up area per capita | World Bank [50] | ||
| SDG 13 | I6. Enhance infrastructure resilience to climate-related hazards | Infrastructure damage caused by extreme weather events | EM-DAT [84] |
| Municipal climate adaptation plans | OECD [85] |
Appendix A.5. Health: SDG Targets and Operational Indicators
| SDG | Consolidated Target | Indicators | Source |
|---|---|---|---|
| SDG 2 | H1. End hunger and ensure access to nutritious, safe and sufficient food for all | Prevalence of undernourishment | UN–2.1.1 [86] |
| Prevalence of moderate or severe food insecurity | UN–2.1.2 [87] | ||
| Percentage of urban population undernourished | Ritchie et al., 2023 [88] | ||
| Percentage of children experiencing food insecurity | Feeding America [89] | ||
| Proportion of population supported by food assistance programs | CBPP [90] | ||
| Prevalence of malnutrition among children under 5 years of age | UN–2.2.2 [91] | ||
| SDG 2 | H2. Ensure balanced nutritional needs for all, particularly for vulnerable groups | Prevalence of anemia in women aged 15–49 years | UN–2.2.3 [92] |
| Percentage of urban population overweight or obese | Eurostat [93] | ||
| Prevalence of anemia by age group and sex | World Bank [94] | ||
| Prevalence of micronutrient deficiency | Our World in Data [95] | ||
| Percentage of newborns with low birth weight | UNICEF [96] | ||
| Maternal mortality ratio | UN–3.1.1 [97] | ||
| SDG 3 | H3. Reduce the maternal mortality ratio | Proportion of births attended by skilled health personnel | UN–3.1.2 [98] |
| Neonatal mortality rate | UN–3.2.2 [99] | ||
| SDG 3 | H4. End preventable deaths of newborns and children under five | Under-five mortality rate | World Health Organization (WHO) [100] |
| SDG 3 | H5. Reduce the incidence of communicable diseases | Number of infections per 1000 population, by disease | AIHW [101] |
| Vaccination coverage rate, by vaccine type | WHO [102] | ||
| Mortality from cardiovascular diseases, cancer, diabetes or chronic respiratory diseases | UN–3.4.1 [103] | ||
| SDG 3 | H6. Reduce premature mortality from non-communicable diseases and promote mental health | Hospitalization rate for chronic diseases | European Commission [104] |
| Suicide rate | WHO [105] | ||
| Antidepressant consumption | Our World in Data [106] | ||
| Work absenteeism due to mental health problems | OECD [107] | ||
| Population reporting symptoms of depression or anxiety | World Population Review [108] | ||
| Prevalence of tobacco, alcohol and drug consumption | Our World in Data [109] | ||
| SDG 3 | H7. Reduce the harmful use of addictive substances | Tobacco consumption per capita per day | Eurostat [110] |
| Users in rehabilitation programs per 1000 inhabitants | ICAD [111] | ||
| Hospital admissions attributable to substance use | NHS [112] | ||
| Mortality attributed to household and ambient air pollution | UN–3.9.1 [113] | ||
| SDG 3 | H8. Reduce mortality and illness from environmental and behavioral risks | Annual mean concentration of PM2.5 | EEA [68] |
| Noise pollution | EEA [114] | ||
| Air Quality Index | AQICN [115] | ||
| Road traffic injury mortality rate | UN–3.6.1 [116] | ||
| Mortality attributed to unsafe water, sanitation and hygiene | UN–3.9.2 [117] | ||
| Mortality attributed to unintentional poisoning | UN–3.9.3 [118] | ||
| Deaths caused by natural disasters | Our World in Data [119] |
Appendix A.6. Urban Living Conditions: SDG Targets and Operational Indicators
| SDG | Consolidated Target | Indicators | Source |
|---|---|---|---|
| SDG 1 | U1. Reduce vulnerability and ensure minimum living standards | Proportion of population living below the national poverty line | UN–1.2.1 [31] |
| Proportion of population covered by social protection systems | UN–1.3.1 [120] | ||
| SDG 5 | U2. Prevent violence and harmful practices affecting women and vulnerable groups | Proportion of women subjected to physical or sexual violence | UN–5.2.1 [121] |
| Child marriage prevalence | UN–5.3.1 [122] | ||
| SDG 8 | U3. Promote safe and decent working conditions | Frequency rates of fatal and non-fatal occupational injuries | UN–8.8.1 [123] |
| Workplace fatalities per 100,000 inhabitants | OECD [124] | ||
| SDG 10 | U4. Promote social inclusion and protect vulnerable populations | Proportion of population at risk of social exclusion | Eurostat [125] |
| Remittances received as a proportion of GDP | UN–10.c.1 [50] | ||
| SDG 11 | U5. Ensure access to safe, inclusive and accessible public spaces | Share of built-up area that is open space for public use | UN–11.7.1 [126] |
| Green areas per capita | UN-Habitat [127] | ||
| SDG 16 | U6. Reduce violence and improve urban safety | Number of intentional homicides per 100,000 inhabitants | UN–16.1.1 [128] |
| Violent crime rate per 100,000 inhabitants | ISO 37120–14.1 [129] | ||
| Death rate due to assault | ISO 37120–14.2 [130] | ||
| SDG 16 | U7. Protect children and reduce exploitation and abuse | Proportion of children experiencing violence | UN–16.2.1 [131] |
| Number of reported cases of child abuse per 100,000 inhabitants | UNICEF [132] | ||
| SDG 16 | U8. Strengthen community resilience and access to justice-related support | Population reporting feeling safe walking alone at night | OECD [133] |
| Access to legal aid services | UN–16.3.3 [134] |
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| Indicator Characteristic | Verifiable Objective Criteria |
|---|---|
| Specific | Indicators were defined through the integration of SDG targets and ISO 37120 indicators and aligned with municipal governance responsibilities in Portugal and OECD contexts |
| Measurable | Data availability was verified through publicly accessible statistical databases, including international repositories and national databases such as the Portuguese Statistics Institute (INE) and Pordata. Indicators without publicly accessible municipal-level datasets were retained due to their inclusion in official SDG and ISO 37120 frameworks, which are expected by design to be measurable. |
| Achievable | Achievability was validated through consultation with municipal sustainability practitioners, sustainability consultants, and standardization experts, ensuring that indicators fall within realistic monitoring capacities |
| Relevant | Indicators were retained only if directly linked to SDG targets and to sustainability objectives within the scope of municipal responsibilities. Indicators outside municipal governance were excluded |
| Time-bound | Indicators were selected to ensure periodic data collection, typically on an annual basis, with some indicators available at quarterly or monthly intervals. |
| Screening Outcome | Description | Typical Causes |
|---|---|---|
| Retained | Indicator fully meets SMART criteria | Clear definition, municipal data available |
| Reformulated | Indicator adapted for municipal applicability | Excessive aggregation, unclear scope |
| Excluded | Indicator removed from the final set | Data unavailable, outside municipal jurisdiction, ambiguous definition |
| Dimension | Scope and Rationale |
|---|---|
| Government and Economic Development | Governance quality, economic resilience, institutional capacity, transparency, and fiscal sustainability |
| Civic & Social Infrastructure | Access to and quality of education, culture, social services, and basic utilities |
| Environment and Climate | Resource efficiency, emissions, biodiversity, waste management, water resources, and climate adaptation |
| Infrastructure and Urban Planning | Mobility, energy systems, land use, digital infrastructure, and urban form |
| Health | Public health outcomes, prevention, environmental health, and access to healthcare |
| Urban Living Conditions | Housing, safety, social inclusion, equity, and overall quality of life |
| Urban Dimension | SDG Targets | ISO 37120 Indicator Themes |
|---|---|---|
| Government and Economic Development | 1.1, 1.2, 1.b, 2.b, 2.c, 5.5, 5.a, 8.1, 8.2, 8.4, 8.9, 8.10, 9.2, 9.3, 10.1, 10.4, 12.1, 12.6, 12.7, 12.8, 12.c, 13.2, 14.a, 15.9, 15.b, 16.5, 16.6, 16.7, 17.1, 17.6, 17.13, 17.14, 17.15, 17.16, 17.17 | Economy, Finance, Governance |
| Civic & Social Infrastructure | 3.7, 3.8, 4.1, 4.2, 4.3, 4.4, 4.5, 4.6, 4.7, 4.a, 5.1, 5.6, 5.c, 6.1, 6.2, 7.1, 8.3, 8.5, 8.6, 8.b, 10.2, 10.3, 13.3, 16.3, 16.9, 16.10, 16.b, 17.18, 17.19 | Education, Recreation, Sports, and Culture |
| Environment and Climate | 2.3, 2.4, 2.5, 6.3, 6.4, 6.5, 6.6, 6.b, 11.6, 12.3, 12.4, 12.5, 14.1, 14.2, 14.3, 14.4, 14.5, 14.6, 15.1, 15.2, 15.3, 15.4, 15.5, 15.7, 15.8, 15.c | Environment, Solid Waste, Water |
| Infrastructure and Urban Planning | 7.2, 7.3, 9.1, 9.4, 9.5, 9.b, 11.1, 11.2, 11.3, 11.4, 11.5, 11.a, 11.b, 13.1 | Energy, Transportation, Urban Planning |
| Health | 2.1, 2.2, 3.1, 3.2, 3.3, 3.4, 3.5, 3.6, 3.9, 3.a | Health, Food Safety |
| Urban Living Conditions | 1.3, 1.4, 1.5, 5.2, 5.3, 5.4, 8.7, 8.8, 10.7, 10.c, 11.7, 16.1, 16.2, 16.4, 16.a | Housing, Social and Population Conditions, Security |
| Dimension | Relative Density of SDG Targets | Relative Density of ISO 37120 Indicators | Coverage Characterization |
|---|---|---|---|
| Government and Economic Development | High | Moderate | Governance-heavy, partial standardization |
| Civic & Social Infrastructure | Moderate | Moderate | Balanced but fragmented |
| Environment and Climate | High | High | Strong alignment and data availability |
| Infrastructure and Urban Planning | Moderate | High | Strong standardization, partial SDG linkage |
| Health | Moderate | Low | SDG-driven, limited standardized indicators |
| Urban Living Conditions | Moderate | Moderate | Social focus, mixed measurability |
| SDG | Consolidated Target | Indicators |
|---|---|---|
| SDG 2 | H1. End hunger and ensure access to nutritious, safe and sufficient food for all | Prevalence of undernourishment |
| Prevalence of moderate or severe food insecurity | ||
| Percentage of urban population undernourished | ||
| Average distance to nearest supermarket | ||
| Percentage of children experiencing food insecurity | ||
| Proportion of population supported by food assistance programs | ||
| SDG 2 | H2. Ensure balanced nutritional needs for all, particularly for vulnerable groups | Prevalence of malnutrition among children under 5 years of age |
| Prevalence of anemia in women aged 15–49 years | ||
| Percentage of urban population overweight or obese | ||
| Prevalence of anemia by age group and sex | ||
| Prevalence of micronutrient deficiency | ||
| Percentage of newborns with low birth weight | ||
| SDG 3 | H3. Reduce the maternal mortality ratio | Maternal mortality ratio |
| Proportion of births attended by skilled health personnel | ||
| SDG 3 | H4. End preventable deaths of newborns and children under five | Neonatal mortality rate |
| SDG 3 | H5. Reduce the incidence of communicable diseases | Under-five mortality rate |
| Number of infections per 1000 population, by disease | ||
| Vaccination coverage rate, by vaccine type | ||
| SDG 3 | H6. Reduce premature mortality from non-communicable diseases and promote mental health | Mortality from cardiovascular diseases, cancer, diabetes or chronic respiratory diseases |
| Hospitalization rate for chronic diseases | ||
| Suicide rate | ||
| Antidepressant consumption | ||
| Work absenteeism due to mental health problems | ||
| Population reporting symptoms of depression or anxiety | ||
| SDG 3 | H7. Reduce the harmful use of addictive substances | Prevalence of tobacco, alcohol and drug consumption |
| Tobacco consumption per capita per day | ||
| Users in rehabilitation programs per 1000 inhabitants | ||
| Hospital admissions attributable to substance use | ||
| SDG 3 | H8. Reduce mortality and illness from environmental and behavioral risks | Mortality attributed to household and ambient air pollution |
| Annual mean concentration of PM2.5 | ||
| Noise pollution | ||
| Air Quality Index | ||
| Road traffic injury mortality rate | ||
| Mortality attributed to unsafe water, sanitation and hygiene | ||
| Mortality attributed to unintentional poisoning | ||
| Deaths caused by natural disasters |
| Framework Dimension | Coverage by Existing Municipal Indicators | Main Gaps Identified |
|---|---|---|
| Government and Economic Development | Low to moderate | Governance transparency and institutional performance indicators |
| Civic & Social Infrastructure | Moderate to high | Equity-related service access indicators |
| Environment and Climate | High | Long-term climate adaptation indicators |
| Infrastructure and Urban Planning | High | Integrated land-use and resilience indicators |
| Health | Moderate | Mental health and preventive care indicators |
| Urban Living Conditions | Moderate | Social equity, vulnerability, and safety-related indicators |
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Share and Cite
Leite, G.; Carneiro, F.; Santos, J.; Conceição, L.; Carvalho, A.M. Designing an Integrated SMART Indicator Framework for Urban Green Transitions: Aligning SDGs and ISO 37120 at City Level. Sustainability 2026, 18, 3624. https://doi.org/10.3390/su18073624
Leite G, Carneiro F, Santos J, Conceição L, Carvalho AM. Designing an Integrated SMART Indicator Framework for Urban Green Transitions: Aligning SDGs and ISO 37120 at City Level. Sustainability. 2026; 18(7):3624. https://doi.org/10.3390/su18073624
Chicago/Turabian StyleLeite, Gabriela, Fátima Carneiro, João Santos, Lígia Conceição, and André M. Carvalho. 2026. "Designing an Integrated SMART Indicator Framework for Urban Green Transitions: Aligning SDGs and ISO 37120 at City Level" Sustainability 18, no. 7: 3624. https://doi.org/10.3390/su18073624
APA StyleLeite, G., Carneiro, F., Santos, J., Conceição, L., & Carvalho, A. M. (2026). Designing an Integrated SMART Indicator Framework for Urban Green Transitions: Aligning SDGs and ISO 37120 at City Level. Sustainability, 18(7), 3624. https://doi.org/10.3390/su18073624

