Table 1 Indicators for census-tract level social capital indices.

From: Social capital's impact on COVID-19 outcomes at local levels

Index

Concept

Indicator

Effect on index

Level

Years

Missing data (%)a

Literature

Bonding

Race similarity

Race fractionalization (0 = homogeneity, 1 = heterogeneity)

Tract

2010–18

0.9%

92

Ethnicity similarity

Ethnicity fractionalization (0 = homogeneity, 1 = heterogeneity)

Tract

2010–18

0.9%

92

Education equality

Negative absolute difference between % of residents with college education vs. did not graduate high school

Tract

2010–18

1.4%

93,94

Race/income inequality

Gini coefficient (0 = equality, 1 = inequality)

Tract

2010–18

1.2%

21

Employment equality

Absolute difference between % employed and unemployed labor force

 + 

Tract

2011–18

1.0%

95

Gender income similaritya

Gender income fractionalization (0 = homogeneity, 1 = heterogeneity)

Tract

2010–18

3.4%

68

Language competency

% Proficient English Speakers

 + 

Tract

2010–18

1%

94

Communication capacity

% Households with telephone

 + 

Tract

2010–18

1.5%

21

Non-elder population

% Below 65 years of age

 + 

Tract

2010–18

1%

94

Bridging

Religious Organizations

Religious organizations per 10,000 persons

 + 

Zipcode

2012–16

0.4%

93

Civic Organizationsa

Civic organizations per 10,000 persons

Social Advocacy organizations per 10,000 persons

 + 

Zipcode

2012–16

0.7% (9.3%)

2.5% (22.0%)

96

Social embeddedness—charitable tiesa

Charitable organizations per 10,000 persons

 + 

Zipcode

2012–16

2.3% (20.7%)

68

Social embeddedness—Fraternal tiesb

Member of fraternal order (% of total)

 + 

County

2010

0%

68

Social embeddedness—Union ties

Unions per 10,000 persons

 + 

Zipcode

2012–16

3%

68

Linking

Political Linkage

% of voting age citizens eligible for voting

 + 

Tract

2010–18

1%

94

Local government linkage

% local government employees (per capita)

 + 

Tract

2010–18

1%

97

State government linkage

% state government employees (per capita)

 + 

Tract

2010–18

1%

97

Federal government linkage

% federal government employees (per capita)

 + 

Tract

2010–18

1%

97

Political linkage-political activitiesb

% Attended political rally, speech, or organized protest

 + 

County

2010

0%

95

  1. aFilled in missing census tract values with average value from census tracts in that county. Missing data tally reflects after imputing county median for specially marked zipcode bridging social capital measures.
  2. bUsed county level measure, because comparable measures were unavailable at local levels.