| Literature DB >> 22558122 |
Abstract
Despite decades of research on social capital, studies that explore the relationship between political institutions and generalized trust-a key element of social capital-across time are sparse. To address this issue, we use various cross-national public-opinion data sets including the World Values Survey and employ pooled time-series OLS regression and fixed- and random-effects estimation techniques on an unbalanced panel of 74 countries and 248 observations spread over a 29-year time period. With these data and methods, we investigate the impact of five political-institutional factors-legal property rights, market regulations, labor market regulations, universality of socioeconomic provisions, and power-sharing capacity-on generalized trust. We find that generalized trust increases monotonically with the quality of property rights institutions, that labor market regulations increase generalized trust, and that power-sharing capacity of the state decreases generalized trust. While generalized trust increases as the government regulation of credit, business, and economic markets decreases and as the universality of socioeconomic provisions increases, both effects appear to be more sensitive to the countries included and the modeling techniques employed than the other political-institutional factors. In short, we find that political institutions simultaneously promote and undermine generalized trust.Entities:
Mesh:
Year: 2012 PMID: 22558122 PMCID: PMC3338835 DOI: 10.1371/journal.pone.0035120
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Description of variables and summary statistics.
| Variables | Unit | Mean | SD | Min | Max |
| Generalized trust | Proportion of sample who believe that others can be trusted. | 29.79 | 16.12 | 2.81 | 76.12 |
| Legal property rights | 10 = Property protection to 1 = no property protection. | 6.47 | 1.69 | 2.70 | 9.60 |
| State regulations | 10 = No market regulation to 1 = complete regulation. | 5.81 | 1.02 | 2.50 | 8.80 |
| Worker’s rights | 2 = Worker’s rights fully protected to 0 = severely restricted. | 1.41 | 0.79 | 0.00 | 2.00 |
| Size of government | 10 = Market allocation of resources to 1 = Government allocation. | 5.46 | 1.77 | 1.60 | 9.10 |
| Power-sharing capacity | Standardized index (greater values equal greater power-sharing). | 0.31 | 0.70 | −2.20 | 0.77 |
| Income inequality | Absolute inequality from 0–100. | 37.11 | 11.16 | 20.70 | 74.33 |
| Ethnolinguistic homogeneity | (% largest ethnic group + % largest linguistic group)/2. | 81.57 | 16.28 | 29.30 | 100 |
| ln(GDP) | ln(gross domestic product per capita, constant year 2000 US$). | 8.62 | 1.26 | 5.65 | 10.51 |
| Monarchy | 1 = Monarchy, 0 = otherwise. | 0.27 | – | 0 | 1 |
| Nordic | 1 = Denmark, Finland, Iceland, Norway, and Sweden, 0 = otherwise. | 0.09 | – | 0 | 1 |
| Temperature | Average temperature (Celsius) in the coldest month of the year. | 7.08 | 9.92 | −11 | 27 |
| Pronoun-drop | 1 = license to pronoun-drop in the official language, 0 = otherwise. | 0.66 | – | 0 | 1 |
| Former communist | 1 = former Marxist-Leninist states, 0 = otherwise. | 0.17 | – | 0 | 1 |
No. countries = 74, No. observations = 174 for all variables.
Figure 1Generalized trust in 74 countries, 1980 to 2009.
Figure 2Generalized trust by monarchy, Nordic, Latin America, and former communist, 1980 to 2009.
Generalized trust and political institutions: A pooled panel analysis.
| Parameters | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 |
| Generalized trust, t–k | .84 | .81 | .81 | .81 | .66 |
| Legal property rights, t–k | −8.80 | −8.74 | −8.61 | −8.41 | −7.21 |
| Legal property rights2, t–k | .71 | .66 | .66 | .59 | .53 |
| State regulation, t–k | 1.51 | 2.02 | 1.98 | 1.86 | 1.37 |
| Worker’s rights, t–k | 1.63 (1.00) | 1.51 (.99) | 1.55 (.99) | 1.17 (1.00) | 1.00 (.98) |
| Size of government, t–k | −1.11 | −.69 (.44) | −.71 (.44) | −.70 (.44) | −.24 (.46) |
| Power-sharing capacity, t–k | −1.38 (1.04) | −1.25 (1.02) | −1.22 (1.02) | −1.71 (1.04) | −1.57 (1.04) |
| Income inequality, t–k | −.19 | −.20 | −.21 | −.21 | |
| Ethnolinguistic homogeneity, t–k | −.02 (.04) | −.04 (.04) | −.03 (.04) | ||
| ln(gross domestic product), t–k | 1.52 | .82 (.84) | |||
| Monarchy | 2.53 | ||||
| Nordic | 7.36 | ||||
| Temperature | −.11 (.09) | ||||
| Pronoun-drop | .15 (1.67) | ||||
| Former communist | −2.29 (2.02) | ||||
| Constant | 25.57 | 29.85 | 31.47 | 23.72 | 28.74 |
| R2 | .84 | .84 | .84 | .85 | .86 |
Standard errors in parentheses.
p<.05;
p<.01;
p<.001 (one-tailed tests).
No. countries = 74; No. observations = 174.
Figure 3Legal property rights, t–k and generalized trust, 1980 to 2009.
Generalized trust and political institutions: fixed- and random-effects estimation.
| Estimation method | FE | RE | FE | RE | FE | RE | FE | RE | RE |
| Parameters | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | Model 8 | Model 9 |
| Generalized trust, t–k | .01 (.10) | .70 | .01 (.10) | .67 | .01 (.10) | .68 | .01 (.10) | .67 | .50 |
| Legal property rights, t–k | −6.26 | −8.49 | −6.26 | −8.52 | −6.27 | −8.53 | −7.21 | −8.28 | −7.33 |
| Legal property rights2, t–k | .44 | .68 | .44 | .65 | .44 | .65 | .53 | .58 | .52 |
| State regulation, t–k | 1.33 | 1.99 | 1.32 | 2.37 | 1.31 | 2.37 | 1.46 | 2.17 | 1.63 |
| Worker’s rights, t–k | 2.94 | 2.92 | 2.95 | 2.42 | 2.93 | 2.42 | 3.10 | 1.95 | 1.69 |
| Size of government, t–k | −1.57 | −1.39 | −1.57 | −.87 | −1.57 | −.87 | −1.40 | −.79 (.50) | −.28 (.52) |
| Power-sharing capacity, t–k | −6.48 | −2.18 | −6.47 | −1.88 | −6.46 | −1.88 | −5.85 | −2.47 | −2.32 |
| Income inequality, t–k | .01 (.21) | −.23 | .01 (.21) | −.23 | .01 (.21) | −.23 | −.21 | ||
| Ethnolinguistic homogeneity, t–k | −.02 (.18) | .001 (.05) | −.05 (.18) | −.03 (.05) | −.02 (.05) | ||||
| ln(gross domestic product), t–k | −3.55 (3.82) | 2.02 | .83 (1.01) | ||||||
| Monarchy | 4.33 | ||||||||
| Nordic | 9.48 | ||||||||
| Temperature | −.17 (.11) | ||||||||
| Pronoun-drop | −1.56 (2.33) | ||||||||
| Former communist | −2.89 (2.67) | ||||||||
| Constant | 48.99 | 26.16 | 48.57 | 32.17 | 50.01 | 32.07 | 83.29 | 20.87 | 32.39 |
| R2 within | .23 | .06 | .23 | .05 | .23 | .05 | .24 | .05 | .06 |
| R2 between | .01 | .84 | .01 | .86 | .01 | .86 | .11 | .87 | .86 |
| σν | 14.93 | 4.50 | 14.98 | 4.12 | 15.10 | 4.15 | 17.94 | 3.98 | 4.00 |
| σe | 4.62 | 4.62 | 4.64 | 4.64 | 4.67 | 4.67 | 4.67 | 4.67 | 4.67 |
| r | .91 | .49 | .91 | .44 | .91 | .44 | .94 | .42 | .42 |
Standard errors in parentheses.
p<.05;
p<.01;
p<.001 (one-tailed test).
No. countries = 74; No. observations = 174.
Sensitivity analysis: fixed-effects estimation.
| Row | LPR | LPR2 | SR | WR | SoG | PSC | N | Obser. | |
| 1 | Baseline: Model 7, | −7.21 | .53 | 1.46 | 3.10 | −1.40 | −5.85 | 74 | 174 |
| Influential Cases | |||||||||
| 2 | With Greece, Iran, Nigeria, and Malawi | −4.94 | .38 | 1.23 | 2.60 | −.76 | −5.80 | 78 | 181 |
| 3 | No China | −7.23 | .53 | 1.46 | 3.11 | −1.44 | −5.86 | 73 | 171 |
| 4 | No China, Pakistan, Egypt, Thailand,Singapore, and Indonesia | −6.89 | .52 | 1.40 | 3.03 | −1.44 | −5.19 | 68 | 165 |
| Country Samples | |||||||||
| 5 | No Asia | −9.85 | .75 | 1.51 | 3.45 | −1.62 | −7.91 | 60 | 147 |
| 6 | No Eastern religions | −7.30 | .54 | 1.46 | 3.13 | −1.48 | −5.85 | 69 | 164 |
| 7 | No Africa | −7.29 | .53 | 1.55 | 3.12 | −1.42 | −5.85 | 66 | 165 |
| 8 | No Africa + Asia | −10.04 | .75 | 1.59 | 3.46 | −1.64 | −7.99 | 52 | 138 |
| 9 | No Latin America | −7.39 | .51 | 1.74 | 4.06 | −1.96 | −6.62 | 56 | 133 |
| 10 | No Nordic | −4.23 | .26 | 1.07 | 2.73 | −1.08 | −6.20 | 69 | 159 |
| 11 | No former communist | −8.05 | .56 | 2.69 | 2.19 | −2.18 | −5.18 | 60 | 144 |
| 12 | No UN undeveloped | −11.29 | .73 | 2.02 | 5.16 | −2.70 | −14.62 | 35 | 101 |
| 13 | No liberal | −8.98 | .77 | .99 | 2.59 | −.31 | −5.08 | 68 | 155 |
| 14 | No conservative | −6.43 | .46 | 1.36 | 3.03 | −1.05 | −5.83 | 68 | 152 |
| 15 | No social democratic | −3.28 | .17 | .81 | 2.57 | −1.40 | −6.63 | 68 | 153 |
| 16 | No English legal origins | −8.99 | .77 | .93 | 2.38 | −.32 | −4.53 | 61 | 146 |
| 17 | No French legal origins | −9.77 | .66 | 1.62 | 4.40 | −1.87 | −5.43 | 39 | 92 |
| 18 | No dictator since 1980 | −10.09 | .69 | 1.23 | 3.55 | −2.13 | −9.09 | 56 | 136 |
| 19 | No internal war last 10 years | −11.45 | .87 | 1.08 | 2.98 | −1.43 | −3.28 | 59 | 138 |
| 20 | No Protestant | −5.60 | .42 | 1.05 | 2.65 | −.43 | −5.55 | 66 | 148 |
| 21 | No Muslim | −7.69 | .55 | 1.49 | 2.77 | −1.16 | −5.04 | 64 | 159 |
| Variable Specifications | |||||||||
| 22 | With migrant stock | −8.51 | .63 | 1.92 | 3.13 | −1.76 | −5.35 | 73 | 169 |
| 23 | With unemployment | −6.80 | .48 | 1.61 | 2.77 | −1.02 | −5.85 | 74 | 169 |
| 24 | With religious homogeneity | −7.04 | .51 | 1.54 | 3.12 | −1.42 | −5.77 | 74 | 174 |
| 25 | With percent female | −7.26 | .54 | 1.42 | 3.06 | −1.42 | −5.85 | 74 | 174 |
| 26 | With tenure of political system | −9.66 | .75 | 1.89 | 2.92 | −1.46 | −5.36 | 47 | 174 |
| Restructuring of Data | |||||||||
| 27 | 2 waves (bal.) | −6.39 | .50 | 2.34 | 1.82 | .88 | −5.08 | 52 | 104 |
| 28 | 3 waves (bal.) | 3.03 | – | .73 | 1.26 | −.25 | −6.81 | 17 | 51 |
| 29 | Lagged variables, t–1 | −7.37 | .61 | 1.17 | 2.95 | −.84 | −7.06 | 72 | 153 |
| Methods | |||||||||
| 30 | No generalized trust, t–k | −7.20 | .53 | 1.45 | 3.09 | −1.40 | −5.87 | 74 | 174 |
| 31 | Robust SE | −7.21 | .53 | 1.46 | 3.10 | −1.40 | −5.85 | 74 | 174 |
| 32 | Bootstrap SE: 1,000 repetitions | −7.21 | .53 | 1.46 | 3.10 | −1.40 | −5.85 | 74 | 174 |
| 33 | Jackknife | −7.21 | .53 | 1.46 | 3.10 | −1.40 | −5.85 | 74 | 174 |
| 34 | Wave dummies | −6.92 | .56 | 1.34 | 2.69 | −.93 | −5.16 | 74 | 174 |
| 35 | MVN multiple imp.: 20 Imput. | −6.37 | .49 | 1.51 | 2.94 | −.96 | −5.05 | 91 | 216 |
| 36 | MVN multiple imp.: 100 Imput. | −6.47 | .50 | 1.53 | 3.00 | −.96 | −4.98 | 91 | 216 |
| 37 | AR(1) | −9.30 | .67 | 2.21 | 1.45 | −.72 | −2.16 | 74 | 174 |
= Model 1, Table 3 FE estimation.
= Model 8, Table 3 RE estimation.
p<.05;
p<.025;
p<.01 (one-tailed tests).