| Literature DB >> 29398770 |
Jan Ott1.
Abstract
The Heritage Foundation and the Fraser Institute measure economic freedom in nations using indices with ten and five indicators respectively. Eight of the Heritage indicators and four of the Fraser-indicators are about specific types of institutional quality, like rule of law, the protection of property, and the provision of sound money. More of these is considered to denote more economic freedom. Both indices also involve indicators of 'big government', or levels of government activities. More of that is seen to denote less economic freedom. Yet, levels of government spending, consumption, and transfers and subsidies appear to correlate positively with the other indicators related to institutional quality, while this correlation is close to zero for the level of taxation as a percentage of GDP. Using government spending, consumption transfers and subsidies as positive indicators is no alternative, because these levels stand for very different government activities, liberal or less liberal. This means that levels of government activities can better be left out as negative or positive indicators. Thus shortened variants of the indices create a better convergent validity in the measurement of economic freedom, and create higher correlations between economic freedom and alternative types of freedom, and between economic freedom and happiness. The higher correlations indicate a better predictive validity, since they are predictable in view of the findings of previous research and theoretical considerations about the relations between types of freedom, and between freedom and happiness.Entities:
Keywords: Big government; Convergent validity; Economic freedom; Fraser Institute; Freedom, Freedom House; Gallup World Poll; Global freedom; Happiness; Heritage Foundation; Personal autonomy; Predictive validity; Quality of government; Size of Government
Year: 2016 PMID: 29398770 PMCID: PMC5785597 DOI: 10.1007/s11205-016-1508-x
Source DB: PubMed Journal: Soc Indic Res ISSN: 0303-8300
Correlations in 2000–2006 and in 2010–2012; correlations in 2010–2012 in brackets
| Economic freedom (Heritage Foundation) | Index private freedom (personal autonomy) | Global freedoma (political rights and civil liberties) | |
|---|---|---|---|
| Economic freedom (Heritage Foundation) | X | ||
| Index private freedom (personal autonomy) | .58 (.65) | X | |
| Global freedoma (political rights and civil liberties) | .69 (.58) | .66 (.92) | X |
| Happiness | .63 (.54) | .58 (.60) | .54 (.53) |
120–127 nations
All correlations are positive and significant at .01 level
aScores reversed; higher scores always indicate more freedom
Correlations of economic freedom (a) (Heritage Foundation) with alternative freedoms, satisfaction with freedom, and happiness, (b) (Fraser Institute) with alternative freedoms, satisfaction with freedom, and happiness
| Original Index | Index, Without 3&4 | Global Freedoma | Personal Autonomy | Press Freedoma | Freedom Satisfaction | |
|---|---|---|---|---|---|---|
| (a) | ||||||
| Original Index | X | |||||
| Index, without 3&4 | .96 | X | ||||
| Global Freedoma | .58 | .68 | X | |||
| Personal Autonomy | .65 | .76 | .92 | X | ||
| Press Freedoma | .58 | .69 | .93 | .87 | X | |
| Freedom Satisfaction | .45 | .45 | .33 | .38 | .34 | X |
| Happiness | .54 | .61 | .53 | .60 | .50 | .58 |
| (b) | ||||||
| Original Index | X | |||||
| Index, without size | .95 | X | ||||
| Global Freedoma | .51 | .59 | X | |||
| Personal autonomy | .57 | .66 | .92 | X | ||
| Press Freedoma | .50 | .59 | .93 | .87 | X | |
| Freedom satisfaction | .41 | .45 | .33 | .38 | .34 | X |
| Happiness | .46 | .55 | .53 | .60 | .50 | .58 |
120–127 nations
All correlations are positive and significant at .01 level
aOriginal scores reversed; higher scores always indicate more freedom or more satisfaction with freedom
Heritage Foundation: convergent validity
| Correlations with Original Index, with Index without 3 and 4, and with Index with 3 and 4 reversed, in column 1, 2 and 3. | |||
|---|---|---|---|
| Original Index (1) | Index, without 3 and 4 (2) | Index, 3 and 4 reversed (3) | |
| Original Index | X | ||
| Index, without 3 and 4 | +.96 | X | |
| Index, 3 and 4 reversed | +.87 | +.97 | X |
| 1. Property rights | +.85 | +.92 | +.93 |
| 2. Freedom of corruption | +.81 | +.90 | +.92 |
| 3. Fiscal freedom | −.00 (ns) | X | +.42 |
| 4. Government spending | +.11 (ns) | X | +.62 |
| 5. Business freedom | +.78 | +.82 | +.80 |
| 6. Labor freedom | +.52 | +.48 | +.39 |
| 7. Monetary freedom | +.62 | +.64 | +.61 |
| 8. Trade freedom | +.77 | +.78 | +.73 |
| 9. Investment freedom | +.81 | +.84 | +.82 |
| 10. Financial freedom | +.84 | +.87 | +.83 |
| Cronbach alpha | .75 | .90 | .88 |
125–127 nations
All correlations significant at .01 level, only the correlations of Fiscal Freedom (3, level of taxation as %GDP) and government spending (4) with the summary scores in the Original Index are not significant (−.00 and +.11)
In the first column (1) there are correlations between a and b
(a) The scores for actual levels of 10 indicators mentioned in the rows. Nations get higher scores if they have higher levels of taxation and government spending (3 and 4) and higher scores for the institutional qualities (1, 2 and 5, 6, 7, 8, 9, 10)
(b) The aggregated or summary scores for economic freedom in nations as presented by the Heritage Foundation (Original Index). These scores are the average of the scores for 10 indicators mentioned in the rows. Nations with higher levels of taxation or government spending get lower scores for indicators 3 and 4 and, as a consequence, lower scores for economic freedom. Nations with higher levels of institutional qualities get higher scores for the indicators 1, 2, 5, 6, 7, 8, 9 and 10
In the second column (2) there are correlations between
(a) Same as in column (1), but not for 3 and 4
(b) Same as in column (1) but now the scores are the average of 8 indicator 1, 2 and 5, 6, 7, 8, 9, 10. Scores for 3 and 4 are left out
In the third column (3) there are correlations between
(a) Same as in column (1), 3 and 4 included
(b) Same as in column (1) but now the scores are the average of the 10 indicators again mentioned in the rows, but now nations get higher scores for higher levels of taxation and government spending, and as a consequence higher scores for economic freedom. Nations with higher levels of institutional qualities (1, 2 and 5, 6, 7, 8, 9, 10) get again higher scores if they have higher levels of institutional qualities
Fraser Institute: convergent validity
| Correlation with Original Index, with the Index without Size, and with the Index with Size reversed, in column 1, 2 and 3 | |||
|---|---|---|---|
| Original Index | Index, without Size | Index, Size reversed | |
| Original Index | X | ||
| Index, without Size | +.95 | X | |
| Index, Size reversed | +.81 | +.96 | X |
| 1. Size of Governmenta | −.17 (ns) | X | +.44 |
| 2. Legal system and property protection | +.75 | +.86 | +.89 |
| 3. Sound money | +.82 | +.84 | +.79 |
| 4. International trade | +.88 | +.90 | +.82 |
| 5. Regulation | +.76 | +.76 | +.69 |
| Cronbach alpha | .66 | .85 | .76 |
125–127 nations
All correlations significant at .01 level; except for the correlation between Size of Government and the scores in the Original Index (−.17, not significant)
aActual aggregate level of (a) government consumption as a % of national consumption, (b) transfers and subsidies as a % of GDP, (c) government enterprises and investment as a % of GDP, and (d) top tax-rates (average, equal weights, see Table 4)
In the first column (1) there are correlations between a and b
(a) The scores for actual levels of 5 indicators mentioned in the rows. Nations get higher scores for Size of Government (indicator 1) if they have higher levels of government consumption, transfers and subsidies, government enterprises and top tax-rate. Nations get higher scores for indicators 2, 3, 4, 5 if they have higher levels of these institutional qualities
(b) The aggregated or summary scores for economic freedom in nations as presented by the Fraser Institute (Original Index). These scores are the average of the scores for 5 indicators mentioned in the rows. Nations with higher scores for Size of Government get lower scores for indicator 1, and, as a consequence, lower scores for economic freedom. Nations with higher levels of institutional qualities get higher scores for the indicators 2, 3, 4, 5, and as a consequence, higher scores for economic freedom
In the second column (2) there are correlations between
(a) Same as in column (1), but not for 1
(b) Same as in column (1) but now the scores are the average of 4 indicators (2, 3, 4, 5). Scores for Size of Government (indicator 1) are left out
In the third column (3) there are correlations between
(a) Same as in column (1)
(b) Same as in column (1) but now the scores are the average of the 5 indicators again mentioned in the rows, but now nations get higher scores for higher levels of government consumption, transfers and subsidies, government enterprises, and top tax-rate, and as a consequence higher scores for economic freedom. Nations with higher levels of institutional qualities (2, 3, 4, 5) get again higher scores if they have higher levels of institutional qualities
Specification of Size of Government (Fraser Institute)
| Correlation with Original Fraser Index | Correlation with happiness | |
|---|---|---|
| Size of Government* (average a, b, c, d) | −.17* | +.28** |
| a. Government Consumptiona | +.18* | +.50** |
| b. Transfers & Subsidies as a %GDP | +.29** | +.49** |
| c. Government Enterprises & Investment as %GDP | −.52** | −.41** |
| d. Top Tax rateb | −.20* | +.14 (ns) |
125–127 nations
* significant at .05%
** significant at .01%
aActual level of government consumption as a % of national consumption
bAverage of top marginal income tax rate and the top marginal income and payroll tax rate, and the income threshold at which these rates begin to apply. The measurement of the Heritage Foundation is more comprehensive, because it refers to the total tax burden as a % of GDP
| 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
| Worst possible life | Best possible life | |||||||||
| Variable | N | Min. | Max. | Mean | Std. |
|---|---|---|---|---|---|
| Global freedom 1–7 | 122 | +1 | +6.83 | +3.1 | 1.77 |
| Personal autonomy 1–16 | 120 | +2 | +16 | +10.2 | 3.7 |
| Press freedom 0–100 | 123 | +10 | +92 | +46 | 21.4 |
| Satisfaction with freedom 0–1 | 127 | +.37 | +.95 | +.73 | .14 |
| Heritage Index 0–100 | 127 | +23.2 | +89.8 | +62.0 | 10.1 |
| Heritage Index Imp. a0–100 | 127 | +19.4 | +90.3 | +60.0 | 13.5 |
| Fraser Index 0–10 | 127 | +4.0 | +9.0 | +6.9 | .78 |
| Fraser Index Imp. a0–10 | 127 | +3.7 | +8.9 | +7.0 | .98 |
| Technical gov. quality −2,5 to + 2,5 | 127 | −1.59 | +2.06 | +.09 | .92 |
| Happiness (life-ladder) 0–10 | 127 | +2.94 | +7.68 | +5.48 | 1.11 |
aImproved; without components of size
| Variable | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |
|---|---|---|---|---|---|---|---|---|---|
| 1. Global freedom | 1 | ||||||||
| 2. Personal autonomy | .92 | 1 | |||||||
| 3. Press freedom | .93 | .87 | 1 | ||||||
| 4. Freedom satisfaction | .33 | .38 | .34 | 1 | |||||
| 5. Heritage Index | .58 | .65 | .58 | .45 | 1 | ||||
| 6. Heritage Index Imp.a | .68 | .76 | .69 | .45 | .96 | 1 | |||
| 7. Fraser Index | .51 | .57 | .50 | .41 | .88 | .84 | 1 | ||
| 8. Fraser Index Imp.a | .59 | .66 | .59 | .45 | .90 | .91 | .95 | 1 | |
| 9. Technical gov. quality | .72 | .80 | .73 | .55 | .86 | .94 | .78 | .88 | 1 |
| 10. Happiness (life-ladder) | .53 | .60 | .50 | .58 | .54 | .61 | .46 | .55 | .71 |
120–127 nations
All correlations are positive and significant (at .01 level)
aImproved; without components of size