Simon Schwartzman
Published in the Bulletin of the Soziologishes Institut der Universitat Zurich, vol. 9, 1968, and in Peter Heintz, editor, A Macrosociological Theory of Societal Systems. Bern, Hans Huber Publishers, 1972. Summary:A. A General Instability Factor: Principal Components SolutionConclusions
B. The Effect of Development (varimax solution)
C. The Effect of "Higher Education" (T1 and T2)
D. The Effect of Literacy (T3 and T4)
E. The Effect of the Social Structure
F. The Effect of Urbanization
| mass participation | mass organization | government stability | violence | |
| I - Riots | high | low | (?) | high |
| II - Coup d'État | low | low | very low | high |
| Ill - Change of Government | (?) | (?) | moderate | moderate |
| IV - Protests | moderate | moderate | high | low |
| V - Organized Conflict | very high | very high | high | moderate |
| VI - Execution | low | low | low | very high |
| VII - Guerrilla | high | high | low | high |
| VIII - Repression | low | low | high | high |
| IX - Elections | moderate | moderate | high | low |
| Modernization | Development | Modernization | Development |
| T1: "Higher Education" | Income | T5: Social Structure | Income |
| T2: "Higher Education" | Energy | T6: Social Structure | Energy |
| T3: Literacy | Income | T7 Urbanization | Income |
| T4: Literacy | Energy | T8: Urbanization | Energy |
| Average values of Factor I (Turmoil) | |||
| T7 | Income | ||
| Low | High | Total | |
| Low | -0,33 (18) | -0,20 (11) | -0,28 (29) |
| Medium | 0.33 (19) | -0,35 (6) | 0.17 (25) |
| High | 0.60 (15) | -0,32 (12) | 0.09 (27 |
| Average Values of Factor IV (Repression) | |||
| T1 | Income | ||
| Low | High | Total | |
| Low | -0.49 (13) | 0.16 (10) | -0.35 (23) |
| Medium | 0.53 (15) | 0.05 (8) | 0.33 (23) |
| High | 0.71 (4) | 0.56 (6) | 0.62 (10) |
| Average Values of Factor Scores, for Levels of Income | |||
| Factors: | Income | ||
| High | Low | Difference | |
| I - Riots | -0.24 | 0.02 | -0.26 |
| II - Coup d'État | -0.45 | 0.26 | -0.71 |
| III - Change of Government | 0.02 | 0.00 | 0.02 |
| IV - Protests | -0.21 | 0.03 | -0.24 |
| V - Organized Conflict | 0.36 | -0.22 | 0.58 |
| VI - Execution | -0.20 | 0.03 | -0.23 |
| VII - Guerrilla | -0.21 | 0.04 | -0.25 |
| VIII - Repression | -0.39 | 0.09 | -0.48 |
| IX - Elections | 0.12 | -0.12 | 0.24 |
| (N) | (29) | (54) | |
| Average Values of Factor II (Coup d'état) | |||
| Income | |||
| T1 | Low (N) | High (N) | Total (N) |
| Low | 0.36 (13) | -0.35 (10) | 0.06 (23) |
| Medium | 0.30 (15) | -0.19 (8) | 0.13 (23) |
| High | -0.78 (4) | -0.87 (6) | -0.83 (10) |
| Average Values of Factor Ill (Change of Government) | |||
| Income | |||
| T1 | Low (N) | High (N) | Total (N) |
| Low | -0.33 (13) | -0.25 (10) | -0.29 (23) |
| Medium | 0.61 (15) | -0.14 (8) | 0.35 (23) |
| High | 0.75 (4) | 0.46 (6 | 0.58 (10) |
| Average Values of Factor III (Change of Government) | ||
| Social Structure | ||
| T1 | Low | High |
| Low | -0.51 (7) | -0.20 (16) |
| Medium | 0.34 (13) | 0.36 (10) |
| High | 0.87 (3) | 0.45 (7) |
| Average Values of Factor V (Organized Conflict) | |||
| Income | |||
| T1 | Low | High | Total |
| Low | 0.07 | 0.00 | 0.04 |
| Medium | -0.35 | 0.87 | 0.08 |
| High | -0.76 | 0.42 | -0.05 |
| Average Values of Factor III (Change of Government) | |||
| Income | |||
| T3 | Low | High | Total |
| Low | 0.33(23) | -0.06 (11) | 0.20 (34) |
| Medium | -0.34 (9) | 0.21 (4) | -0.17 (13) |
| High | -0.23 (22) | -0.05 (14) | -0.16 (36) |
| Average Values of Factor V (Organized Conflict) | |||
| Income | |||
| T3 | Low | High | Total |
| Low | -0.55 | 0.02 | -0.36 |
| Medium | -0.02 | 0.64 | 0.18 |
| High | 0.03 | 0.54 | 0.23 |
| Average Values of Factor II (Coup d'état) | |||
| Income | |||
| T5 | Low | High | Total |
| Low | 0.73 | -0.63 | 0.16 |
| Medium | 0.32 | -0.20 | 0.18 |
| High | -0.14 | 0.88 | -0.41 |
| Average Values of Factor III (Change of Government) | |||
| Income | |||
| T5 | Low | High | Total |
| Low | -0.24 (11) | -0.18 (8) | -0.21 (19) |
| Medium | 0.04 (16) | -0.07 (6) | 0.01 (22) |
| High | 0.32 (7) | 0.34 (4) | 0.33 (11) |
| Average Values of Factor V (Organized Conflict) | |||
| Income | |||
| T5 | Low | High | Total |
| Low | -0.43 | -0.23 | -0.34 |
| Medium | -0.18 | 0.24 | 0.06 |
| High | 0.07 | 0.16 | 0.10 |
| Average Levels of Factor IX (Elections) | |||
| Income | |||
| T5 | Low | High | Total |
| Low | 0.38 | 0.70 | 0.52 |
| Medium | -0.08 | -0.07 | -0.08 |
| High | -0.32 | 0.00 | -0.20 |
| Mass Participation | Mass Organization | Instability of | ||
| System | Government | |||
| Tension with respect to "higher education" | negative effect for low-income countries; positive effect for high-income countries | negative | positive | |
| Tension with respect to literacy | positive effect | negative | ||
| Tension with respect to social structure | positive effect | negative for low-income countries | positive | |
| Tension with respect to urbanization | positive for low-income countries | |||
| Effect of income | negative | positive | negative | |
| Rank and Disequilibrium Tensions Producing Social (Anomic) Tensions | ||
| Conflicts | Mass Participation | Mass Organization |
| Rank tension (underdevelopment) | x | |
| U-I with high rank tension | x | |
| ES-I | x | |
| E-I | x | |
| Accessibility of higher education - I with low rank tension | x | |
| Rank and Disequilibrium Tensions absorbing Social (Anomic) Tensions | ||
| Conflicts | Mass Participation | Mass Organization |
| Rank tension (underdevelopment) | x | |
| Accessibility of higher education -I with low rank tension | x | |
| Principal Components | |||||||||
| Factor Loadings | |||||||||
| Factor 1: | I | II | III | IV | V | VI | VII | VIII | IX |
| Repressive Action against Specific Groups | 0.75 | 0.22 | -0.07 | -0.08 | -0.23 | 0.03 | -0.10 | -0.02 | -0.04 |
| Macro Riots | 0.71 | -0.24 | -0.16 | -0.16 | 0.21 | 0.03 | -0.08 | 0.04 | 0.12 |
| Micro Demonstrations | 0.69 | -0.26 | -0.16 | -0.11 | -0.20 | -0.30 | 0.30 | -0.06 | 0.01 |
| significant Change of laws | 0.69 | 0.15 | 0.21 | 0.08 | 0.13 | -0.29 | -0.05 | 0.06 | -0.01 |
| Terrorism and Sabotage | 0.68 | -0.13 | 0.19 | -0.06 | -0.22 | 0.32 | 0.10 | 0.02 | -0.04 |
| Macro-Demonstrations | 0.64 | -0.46 | -0.27 | 0.08 | 0.08 | -0.02 | -0.04 | -0.06 | -0.07 |
| Mass arrests of insignificant persons | 0.60 | 0.06 | -0.38 | -0.07 | 0.23 | 0.16 | -0.14 | -0.17 | 0.06 |
| Vacation of Office | 0.59 | 0.14 | 0.39 | 0.53 | 0.17 | 0.02 | -0.07 | -0.06 | -0.12 |
| General Strikes | 0.55 | -0.37 | 0.36 | -0.02 | -0.23 | 0.07 | -0.15 | -0.19 | 0.28 |
| Assassination | 0.54 | 0.25 | 0.04 | -0.08 | -0.03 | 0.07 | 0.23 | 0.13 | -0.29 |
| Arrests of Significant Persons | 0.53 | 0.51 | 0.10 | 0.17 | -0.16 | -0.02 | -0.36 | 0.10 | -0.03 |
| Micro Riots | 0.51 | -0.17 | -0.34 | -0.12 | 0.50 | 0.10 | 0.05 | 0.15 | -0.01 |
| Severe Macro riots | 0.51 | -0.35 | -0.24 | -0.01 | 0.46 | 0.24 | -0.06 | 0.03 | -0.07 |
| Arrests of Few insignificant Persons | 0.52 | -0.15 | -0.17 | -0.01 | -0.33 | -0.25 | 0.39 | -0.14 | -0.19 |
| Acquisition of Office | 0.51 | 0.23 | 0.41 | 0.50 | 0.12 | 0.05 | 0.07 | -0.14 | -0.22 |
| Factor II: | |||||||||
| Revolts | 0.42 | 0.50 | -0.01 | -0.46 | -0.07 | 0.14 | 0.02 | 0.04 | 0.08 |
| Civil War | 0.20 | 0.48 | 0.07 | -0.02 | 0.08 | 0.05 | 0.38 | 0.14 | 0.36 |
| Coups d'état | 0.33 | 0.46 | 0.12 | -0.38 | 0.07 | -0.31 | -0.20 | -0.15 | 0.10 |
| Execution of Significant Persons | 0.09 | 0.43 | -0.28 | 0.29 | 0.02 | 0.09 | 0.10 | -0.17 | 0.10 |
| Micro Strikes | 0.41 | -0.42 | 0.04 | -0.07 | -0.27 | 0.21 | 0.00 | -0.16 | -0.09 |
| Factor III: | |||||||||
| Macro-strikes | 0.11 | -0.41 | 0.44 | -0.03 | 0.12 | -0.03 | -0.04 | -0.14 | 0.07 |
| Imprisonment of Insignificant Persons | 0.22 | -0.24 | -0.4 | 15 | -0.32 | -0.12 | -0.04 | 0.12 | 0.08 |
| Factor IV: | |||||||||
| Execution of Insignificant Persons | 0.16 | 0.40 | -15 | 0.42 | 0.08 | 0.12 | 0.23 | -0.19 | 0.29 |
| Imprisonment of Significant Persons | 0.14 | 0.21 | -0.24 | 0.41 | -0.06 | -0.26 | -0.19 | 0.23 | -0.03 |
| Factor VI | |||||||||
| Guerilla Warfare | 0.27 | 0.24 | 20 | -0.15 | -0.23 | 0.48 | 0.06 | 0.33 | -0.08 |
| Organization of Opposition Party | 0.30 | -0.17 | 0.03 | 0.02 | 0.03 | -0.40 | 0.06 | 0.30 | -0.05 |
| Other Items: | |||||||||
| Crisis Within a Non-governmental Organization | 0.35 | -0.23 | -0.03 | 0.19 | -0.36 | 0.08 | -0.25 | 0.19 | 0.30 |
| Exile | 0.10 | 0.26 | -0.13 | -0.16 | -0.10 | -0.13 | -0.06 | -0.11 | -0.13 |
| % of Total Communality Accounted by Factor | 35% | 15% | 10% | 9% | 7% | 6% | 5% | 4% | 4% |
| Varimax Factor Patterns | |||||||||
| Factor Loadings | |||||||||
| I | II | III | IV | V | VI | VII | VIII | IX | |
| Factor 1: | |||||||||
| Severe Macro Riots | 0.83 | -0.09 | 0.13 | 0.04 | 0.07 | -0.06 | 0.04 | -0.04 | 0.03 |
| Micro Riots | 0.81 | 0.06 | 0.00 | 0.09 | -0.10 | 0.05 | 0.08 | 0.04 | 0.17 |
| Macro Riots | 0.68 | 0.22 | 0.06 | 0.22 | 0.28 | -0.03 | 0.08 | 0.04 | 0.19 |
| Mass arrests of insignificant persons | 0.66 | 0.30 | 0.07 | 0.09 | 0.15 | 0.23 | 0.03 | 0.07 | -0.15 |
| Macro Demonstrations | 0.64 | -0.05 | 0.14 | 0.41 | 0.28 | -0.11 | -0.08 | 0.13 | 0.00 |
| Factor II: | |||||||||
| Coups d'état | 0.00 | 0.82 | 0.07 | -0.01 | 0.03 | 0.08 | 0.08 | 0.07 | 0.08 |
| Martial Law | 0.13 | 0.69 | 0.12 | 0.07 | -0.02 | -0.05 | 0.15 | 0.00 | 0.15 |
| Revolts | 0.12 | 0.62 | -0.09 | 0.03 | 0.03 | 0.20 | -0.46 | -0.08 | 0.01 |
| Repressive Actions against specific Groups | 0.26 | 0.48 | 0.22 | 0.31 | 0.30 | 0.11 | 0.32 | 0.21 | -0.07 |
| Factor III: | |||||||||
| Acquisition of Office | 0.05 | 0.07 | 0.87 | 0.09 | 0.06 | 0.18 | 0.13 | 0.02 | 0.08 |
| Vacation of Office | 0.15 | 0.07 | 0.85 | 0.02 | 0.18 | 0.14 | 0.08 | 0.14 | 0.17 |
| significant Change of Laws | 0.24 | 0.41 | 0.45 | 0.21 | 0.11 | 0.02 | 0.05 | 0.18 | 0.36 |
| Factor IV: | |||||||||
| Arrests of Few insignificant Persons | 0.10 | 0.11 | 0.08 | 0.79 | 0.11 | 0.06 | 0.04 | 0.05 | 0.01 |
| Micro Demonstrations | 0.31 | 0.19 | 0.03 | 0.76 | 0.23 | 0.00 | 0.02 | 0.06 | 0.19 |
| Factor V: | |||||||||
| General strikes | 0.13 | 0.10 | 0.23 | 0.20 | 0.75 | -0.13 | 0.03 | -0.16 | 0.19 |
| Crisis within a Non-governmental Organization | 0.09 | -0.09 | -0.01 | 0.09 | 0.60 | 0.00 | 0.12 | 0.35 | 0.09 |
| Micro Strikes | 23% | -8% | 10% | 35% | 44% | -21% | 15% | -15% | -15% |
| Factor VI | |||||||||
| Execution of Insignificant Persons | 0.06 | -0.01 | 0.17 | 0.02 | -0.01 | 0.75 | -0.03 | 0.10 | -0.07 |
| Execution of significant Persons | 0.03 | 0.08 | 0.12 | 0.00 | -0.10 | 0.56 | 0.00 | 0.15 | -0.21 |
| Civil War | -0.05 | 0.21 | -0.01 | 0.02 | -0.09 | 0.56 | 0.28 | -0.06 | 0.35 |
| Factor VII: | |||||||||
| Guerrilla Warfare | -0.01 | 0.08 | 0.08 | -0.06 | 0.12 | 0.02 | 0.76 | -0.02 | -0.01 |
| Terrorism and sabotage | 0.27 | 0.09 | 0.28 | 0.31 | 0.43 | -0.03 | 0.48 | -0.11 | 0.04 |
| Factor VIII: | |||||||||
| imprisonment of significant Persons | 0.00 | 0.04 | 0.15 | 0.02 | -0.06 | 0.14 | -0.09 | 0.63 | 0.01 |
| Arrest of significant Persons | 0.10 | 0.47 | 0.30 | -0.05 | 0.17 | 0.21 | 0.26 | 0.50 | -0.14 |
| Imprisonment of Insignificant Persons | 0.13 | -0.18 | -0.12 | 0.35 | 0.25 | 0.05 | 0.07 | 0.45 | -0.08 |
| Factor IX: | |||||||||
| Elections | 0.11 | 0.00 | 0.24 | 0.02 | 0.16 | -0.09 | 0.02 | -0.12 | 0.68 |
| Organization of Opposition Party | 0.12 | 0.06 | 0.07 | 0.29 | -0.03 | -0.21 | -0.04 | 0.26 | 0.40 |
| Other Items: | |||||||||
| Exile | -0.03 | 0.35 | -0.02 | 0.11 | -0.10 | 0.02 | 0.01 | 0.08 | -0.17 |
| Proportion of total communality accounted for by factor | 16% | 0.14 | 0.12 | 0.11 | 0.10 | 0.08 | 0.08 | 0.07 | 0.07 |