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Table 4 Priority indicators of liveability for immediate, medium-, and long-term action

From: What is the meaning of urban liveability for a city in a low-to-middle-income country? Contextualising liveability for Bangkok, Thailand

Indicator and references

Most useful measure

Data custodian (if known)

Indicators for immediate action

 Crime [43,44,45, 47,48,49,50]

Criminal cases per 100,000 persons

Central Information Technology CentreRoyal Thai Police DataNational Statistical Office

 Tree coverage [49, 51]

Number of green areas

Department of Environment (Bangkok Metropolitan Administration)

 Air quality [43, 45, 49, 52, 53]

Nitrogen dioxide in the air (ppm)

Dust/suspended particles in the air – micrograms/m3

Department of Environment (Bangkok Metropolitan Administration)

 Water qualitya [43, 50, 52, 53]

Number of canal water quality testing points showing dissolved oxygen content of ≥2.0 mL/L

Department of Drainage and Sewerage (Bangkok Metropolitan Administration)

 Flooding

Number of floods per year

Department of Drainage and Sewerage (Bangkok Metropolitan Administration)

 Access to temples [43, 44]

Number of temples per district area

District Office (Bangkok Metropolitan Administration)

 Access to schools [44, 50, 54]

Number of schools per 1000 residents

(N.B: both primary and secondary schools)

District Office (Bangkok Metropolitan Administration)

Department of Education (Bangkok Metropolitan Administration)

Ministry of Education

 Waste management [44, 45, 51,52,53]

Average volume (kg) per household of non-recyclable garbage

Department of Environment (Bangkok Metropolitan Administration)

District Office (Bangkok Metropolitan Administration)

Indicators for medium-term action

 Sense of community [47,48,49]

Ratio of community population to district population

District Office (Bangkok Metropolitan Administration)

Department of Social Development (Bangkok Metropolitan Administration)

Strategy and Evaluation Department (Bangkok Metropolitan Administration)

 Job security

Unemployment rate

Ministry of Labour

The Revenue Department

National Statistical Office

 Income [44, 45]

Average monthly household income

The Revenue Department

National Statistical Office

 Education [44, 45]

Percentage of residents with a primary school education

Census

 Health [44, 45, 50]

Average life expectancy

Number of cases of mental and behavioural disorders

WHO (2016)

Health Department (Bangkok Metropolitan Administration)

 Local employment [44]

Percentage of residents living and working in the same district

District Office (Bangkok Metropolitan Administration)

 Quality food

Percentage of samples of food that is in accordance with health and hygiene standards

Health Department (Bangkok Metropolitan Administration)

 Traffic congestion [45]

Number of vehicles per kilometre of city roads

Traffic and Transport Department (Bangkok Metropolitan Administration)

Department of Land Transport (BKK)

 Seweragea [42, 45, 52]

Percentage of population with sewerage at their dwelling

Department of Drainage and sewerage (Bangkok Metropolitan Administration)

District Office (Bangkok Metropolitan Administration)

Indicators for long-term action

 Areas for passive recreation and physical activity [43,44,45, 47, 50, 51, 55]

Percentage of residents living < 400 m of public open space

Percentage of residents living < 400 m of a large park (>  1.5 ha)

Percentage of residents living < 400 m of local park

District Office (Bangkok Metropolitan Administration)

Department of Environment (Bangkok Metropolitan Administration)

 Public transport [44, 45, 50, 51, 55]

Percentage of residents living < 400 m of a local bus stop

Percentage of residents living < 800 m of train station

Traffic and Transport Department (Bangkok Metropolitan Administration)

District Office (Bangkok Metropolitan Administration)

 Housing affordability [44, 45]

Percentage of land being used for informal housing

National Housing Authority

Department of Lands

District Office (Bangkok Metropolitan Administration)

 Work/Life balance

Number of hours of working per day and per week

Number of hours per week engaged in leisure activities

Ministry of Labour

Ministry of Social development and Human Security

Culture Sport and Tourism Department

 Access to community centres [44]

Percentage of residents living < 400 m of community centre

District Office (Bangkok Metropolitan Administration)

Department of City Planning (Bangkok Metropolitan Administration)

 Neighbourhood amenity [44, 51, 54, 55]

Percentage of residents living near locally-defined ‘social infrastructure’ (37)

District Office (Bangkok Metropolitan Administration)

Department of City Planning (Bangkok Metropolitan Administration)

 Drinking water qualitya [42,43,44,45]

Percentage of population with piped water

Health Department (Bangkok Metropolitan Administration)

 Access to liquefied petroleum gasa [44]

Liquefied petroleum gas connections per household

Ministry of Energy

  1. NB: Within each category (immediate, medium-term, and long-term), indicators are not listed in any particular order. All indicators in this table were first identified by the BMA working group as relevant to Bangkok’s context, then reviewed by BMA key informants for prioritisation into immediate, medium-term, and long-term action. Prioritisation was based on indicator importance for the BMA and the timeframes within which data would become available
  2. aIndicator was not a salient theme of the Urban Liveability Workshop, but was identified as an important aspect of liveability in the international literature