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Volumn 45, Issue 5, 2005, Pages 756-776

Explaining corruption at the village and individual level in India. Findings from a study of the Panchayati Raj reforms

Author keywords

[No Author keywords available]

Indexed keywords

CORRUPTION; CULTURE; DECENTRALIZATION; PUBLIC SECTOR;

EID: 31344452682     PISSN: 00044687     EISSN: None     Source Type: Journal    
DOI: 10.1525/as.2005.45.5.756     Document Type: Article
Times cited : (21)

References (58)
  • 1
    • 0009053848 scopus 로고    scopus 로고
    • "The Search for Definitions: The Vitality of Politics and the Issue of Corruption"
    • In this article, corruption is defined as the abuse of public office for private benefit. For further discussion of this definition, see (September)
    • In this article, corruption is defined as the abuse of public office for private benefit. For further discussion of this definition, see Michael Johnston, "The Search for Definitions: The Vitality of Politics and the Issue of Corruption," International Social Science Journal 48:3 (September 1996), pp. 321-35
    • (1996) International Social Science Journal , vol.48 , Issue.3 , pp. 321-335
    • Johnston, M.1
  • 2
    • 0003343998 scopus 로고    scopus 로고
    • (December 1998) (on the IMF website, accessed October 4, 2004
    • Vito Tanzi, IMF Staff Papers 45:4 (December 1998) (on the IMF website, ), accessed October 4, 2004.
    • (1998) IMF Staff Papers , vol.45 , pp. 4
    • Tanzi, V.1
  • 3
    • 1342324916 scopus 로고    scopus 로고
    • See, for example, the Institute of Social Sciences, George Mathew, ed., Status of Panchayati Raj in the States and Union Territories of India 2000 (New Delhi: Concept Publishing, 2000), pp. 10-11. In the countryside, the reform stipulates that under state government the lowest level unit will be the village panchayat (council of elders), with a number of its elected representatives drawn from the population that the panchayat legally covers. Each (elected) chairperson in the panchayat then becomes a representative at the next level - the intermediary level - most commonly known as the block (tehsil, taluk, or mandal). However, smaller states may opt not to provide an institution at this level. The block panchayats then elect a chairperson who becomes a representative at the district (zilla) level. In effect, this three-tier system below the level of the state reaches out to even the most remote parts of rural India. However, the size of the village panchayats varies quite a lot between states. In Madhya Pradesh, commonly a group of three to four villages with a population of a few thousand each comprise one village panchayat. In Kerala, the word village does not have the same meaning, and houses and settlements can spread out over vast areas not geographically connected the way they are in Madhya Pradesh. In Kerala, a village panchayat can cover a population of 30,000 people.
    • (2000) Status of Panchayati Raj in the States and Union Territories of India 2000 , pp. 10-11
  • 5
    • 1342324916 scopus 로고    scopus 로고
    • According to George Mathew and the Institute of Social Sciences, there were 523 district panchayats in 2000, with an average size of two million inhabitants. There were 5,912 block panchayats covering a population of about 200,000, and 231,630 village panchayats, which would include villages with 1,000 to 30,000 inhabitants. The situation in the cities is somewhat different, but in this study we have only surveyed the rural areas. Altogether, about three million members were elected to the panchayat institutions in rural and urban areas in India in 2000. Mathew, Status of Panchayati Raj
    • Ibid. According to George Mathew and the Institute of Social Sciences, there were 523 district panchayats in 2000, with an average size of two million inhabitants. There were 5,912 block panchayats covering a population of about 200,000, and 231,630 village panchayats, which would include villages with 1,000 to 30,000 inhabitants. The situation in the cities is somewhat different, but in this study we have only surveyed the rural areas. Altogether, about three million members were elected to the panchayat institutions in rural and urban areas in India in 2000. Mathew, Status of Panchayati Raj.
    • (2000) Status of Panchayati Raj in the States and Union Territories of India 2000 , pp. 10-11
  • 6
    • 31344461622 scopus 로고    scopus 로고
    • "What Are Decentralization and Panchayati Raj Reforms, and Who Likes Them?"
    • Citizens in both Kerala and Madhya Pradesh claim that the reforms have significantly increased the powers of the citizenry. See L. C. Jain, ed. (Hyderabad: Orient Longman, Ltd., forthcoming)
    • Citizens in both Kerala and Madhya Pradesh claim that the reforms have significantly increased the powers of the citizenry. See Sten Widmalm, "What Are Decentralization and Panchayati Raj Reforms, and Who Likes Them?" in Decentralized Governance: Essays in Honour of George Mathew, L. C. Jain, ed. (Hyderabad: Orient Longman, Ltd., forthcoming).
    • (2004) Decentralized Governance: Essays in Honour of George Mathew
    • Widmalm, S.1
  • 7
    • 0041066354 scopus 로고    scopus 로고
    • Furthermore, a study carried out by Chattopadhyay and Duflo shows that villages where the position of head of the village council was reserved for a woman provided public amenities preferred by women to a higher degree than other villages accessed June 28, 2004
    • Furthermore, a study carried out by Chattopadhyay and Duflo shows that villages where the position of head of the village council was reserved for a woman provided public amenities preferred by women to a higher degree than other villages (Chattopadhyay, Raghabendra, and Esther Duflo, Women as Policy Makers: Evidence from an India-Wide Randomized Policy Experiment, 2003, , accessed June 28, 2004.
    • (2003) Women As Policy Makers: Evidence from an India-Wide Randomized Policy Experiment
    • Chattopadhyay1    Raghabendra2    Duflo, E.3
  • 8
    • 31344466511 scopus 로고    scopus 로고
    • It should be noted that this should not be confused with the kind of absenteeism caused mainly by a poor infrastructure or very low wages. In both Kerala and Madhya Pradesh, the wages for teachers and health sector personnel are relatively high. Nonetheless, the process of selecting villages that were corrupt was a real challenge. The most common way to approach this research problem is to use the surveys and responses to questions dealing with levels of satisfaction or dissatisfaction with public services to indicate which areas are plagued by corruption. The risk in this method is that citizens may confuse inefficiency with corruption. In this project, we used local contacts and informants who were well known to the organizations that helped carry out the surveys. They were asked to identify villages that had either health workers or teachers who hardly ever turned up for work and were well known to be working privately on the side - for example, running a clinic in a nearby larger village or town, or giving private lessons to students in the cities. As we shall see later, there was in general a correspondence between the survey results and our classification of the villages. However, the survey also showed that we could identify the corrupt health workers fairly well with questions regarding bribes, but those questions would not help us identify villages with corrupt teachers. The methodology is further discussed in Sten Widmalm, Decentralization and Governance in India (forthcoming 2005).
    • (2005) Decentralization and Governance in India
    • Widmalm, S.1
  • 9
    • 31344465994 scopus 로고    scopus 로고
    • note
    • The random sample drew from election rolls covering the areas selected. The surveys were carried out in 2001 with help from the Madhya Pradesh Institute of Social Science Research, in Ujjain; Samarthan, in Bhopal; and Health Action by People and the University of Kerala, in Thiruvanantapuram. The average response rate was about 70% for the mass survey, including all 24 panchayats in the study. The survey personnel received detailed information about its background and the ideas guiding the design of the questionnaires. The main study was preceded by a pilot study undertaken in 2000 with the support of the Institute of Social Sciences in New Delhi and the organization Debate in Madhya Pradesh.
  • 10
    • 0003591736 scopus 로고
    • For a discussion of the problem of selecting cases through dependent variables, see, for example, (Princeton: Princeton University Press) ch. 4
    • For a discussion of the problem of selecting cases through dependent variables, see, for example, Gary King, Robert O. Keohane, and Sidney Verba, Designing Social Inquiry (Princeton: Princeton University Press, 1994), ch. 4.
    • (1994) Designing Social Inquiry
    • King, G.1    Keohane, R.O.2    Verba, S.3
  • 11
    • 31344476053 scopus 로고    scopus 로고
    • note
    • Naturally, the diversity and size of these states made it hard to meet the latter criteria in several respects. For example, the caste composition in Madhya Pradesh varied so much that we mainly had to make sure that the relative dominance of Rajputs was the same in most places we surveyed. So, in a strict sense, the sample can only be said to represent the 24 villages selected, and that the extent that we can generalize from these villages to the state level cannot be known exactly. However, if we are satisfied that this study is an exploratory project where the villages are chosen on the best available information indicating their representativeness, then the conclusions reached here can at least be viewed as useful until larger-scale surveys become available.
  • 12
    • 31344482558 scopus 로고    scopus 로고
    • note
    • Bimaru is an acronym for Bihar, Madhya Pradesh, Orissa, and Uttar Pradesh and resembles the word bimar (ill or sick, in Hindi).
  • 13
    • 31344460099 scopus 로고    scopus 로고
    • note
    • This is so at least as measured in the criteria of Human Development Indicators. For example, the literacy rate in Madhya Pradesh was 44% in 1991, 58% for men, and 29% for women.
  • 15
    • 85050839883 scopus 로고
    • "The Effects of Corruption in a Developing Nation"
    • We can look back at social science studies in the 1960s that provided deep insights into the varieties of meaning in transfers of wealth (for example, M. D. Sahlins, Tribesmen (Englewood Cliffs: Prentice-Hall, 1968 ) and see that in these studies it was common to focus on the problems of transferring Western-rooted concepts to other societies, such as the concept of corruption. For example, David H. Bayley's statement from 1966 in an article about corruption in India is illustrative: "The man who in many non-Western countries is corrupt in Webster's sense is not condemned at all by his own society. Indeed, he may be conforming to a pattern of behaviour his peers, family, and friends strongly support and applaud."
    • We can look back at social science studies in the 1960s that provided deep insights into the varieties of meaning in transfers of wealth (for example, M. D. Sahlins, Tribesmen (Englewood Cliffs: Prentice-Hall, 1968) and see that in these studies it was common to focus on the problems of transferring Western-rooted concepts to other societies, such as the concept of corruption. For example, David H. Bayley's statement from 1966 in an article about corruption in India is illustrative: "The man who in many non-Western countries is corrupt in Webster's sense is not condemned at all by his own society. Indeed, he may be conforming to a pattern of behaviour his peers, family, and friends strongly support and applaud." David H. Bayley, "The Effects of Corruption in a Developing Nation," Western Political Quarterly 19:4 (1966), pp. 719-32.
    • (1966) Western Political Quarterly , vol.19 , Issue.4 , pp. 719-732
    • Bayley, D.H.1
  • 18
    • 84981906097 scopus 로고
    • "Blurred Boundaries: The Discourse of Corruption, the Culture of Politics, and the Imagined State"
    • Akhil Gupta, "Blurred Boundaries: The Discourse of Corruption, the Culture of Politics, and the Imagined State," American Ethnologist 22:2 (1995), p. 393.
    • (1995) American Ethnologist , vol.22 , Issue.2 , pp. 393
    • Gupta, A.1
  • 20
    • 0345690284 scopus 로고    scopus 로고
    • "Blurred Boundaries"
    • Akhil Gupta, "Blurred Boundaries," pp. 375-402.
    • Gupta, A.1
  • 21
    • 0003443840 scopus 로고
    • See (Princeton: Princeton University Press,) especially The reference to Granovetter is found on p. 175
    • See Robert D. Putnam, Making Democracy Work (Princeton: Princeton University Press, 1993), especially pp. 171-76. The reference to Granovetter is found on p. 175.
    • (1993) Making Democracy Work , pp. 171-176
    • Putnam, R.D.1
  • 22
    • 0003770923 scopus 로고    scopus 로고
    • Here, Rose-Ackerman explores important routes for collective or individual complaints and the role of protection for those who complain
    • Rose-Ackerman, Corruption and Government, pp. 162-74. Here, Rose-Ackerman explores important routes for collective or individual complaints and the role of protection for those who complain.
    • Corruption and Government , pp. 162-174
    • Rose-Ackerman, S.1
  • 23
    • 0012770206 scopus 로고    scopus 로고
    • "Civil Society and the Realm of Freedom"
    • see p. 1762
    • Susanne Hoeber Rudolph, "Civil Society and the Realm of Freedom," Economic and Political Weekly 35:20, pp. 1762-69, see p. 1762.
    • Economic and Political Weekly , vol.35 , Issue.20 , pp. 1762-1769
    • Rudolph, S.H.1
  • 24
    • 0004244354 scopus 로고
    • When Hardin discusses ethnic mobilization, he argues that the reason that ethnic groups can co-operate effectively and overcome the collective action problem is because individual and group interests coincide. And when such cooperation occurs: "the result is often appalling." (Princeton: Princeton University Press,)
    • When Hardin discusses ethnic mobilization, he argues that the reason that ethnic groups can co-operate effectively and overcome the collective action problem is because individual and group interests coincide. And when such cooperation occurs: "the result is often appalling." Russel Hardin, One for All (Princeton: Princeton University Press, 1995), p. 5.
    • (1995) One for All , pp. 5
    • Hardin, R.1
  • 25
    • 31344458777 scopus 로고    scopus 로고
    • "Investigating Social Capital and Democracy in India"
    • (February 24)
    • Hans Blomkvist and Ashok Swain, "Investigating Social Capital and Democracy in India," Economic and Political Weekly (February 24, 2001), pp. 639-43
    • (2001) Economic and Political Weekly , pp. 639-643
    • Blomkvist, H.1    Swain, A.2
  • 27
    • 0004272517 scopus 로고    scopus 로고
    • (New York: Simon and Schuster)
    • Robert Putnam, Bowling Alone (New York: Simon and Schuster, 2000).
    • (2000) Bowling Alone
    • Putnam, R.1
  • 28
    • 31344465212 scopus 로고    scopus 로고
    • "Is Civil Society the Answer?"
    • Also see essay in which she emphasizes the need to make clearer distinctions between various types of associations. In the field of social sciences, such distinctions can be traced back to the 1940s and were highlighted in the early 1980s by Robert Dahl
    • Also see Susanne Rudolph's essay "Is Civil Society the Answer?" in which she emphasizes the need to make clearer distinctions between various types of associations. In the field of social sciences, such distinctions can be traced back to the 1940s and were highlighted in the early 1980s by Robert Dahl.
    • Rudolph, S.1
  • 30
    • 0036791423 scopus 로고    scopus 로고
    • "The Consequences of Cross-Cutting Networks for Political Participation"
    • Mutz has written an excellent article on this topic, which also shows the contributions of the social sciences in the 1940s and the 1950s by Lazarfeld among others
    • Mutz has written an excellent article on this topic, which also shows the contributions of the social sciences in the 1940s and the 1950s by Lazarfeld among others. Diane Mutz, "The Consequences of Cross-Cutting Networks for Political Participation," American Journal of Political Science 46:4 (2002), pp. 838-55.
    • (2002) American Journal of Political Science , vol.46 , Issue.4 , pp. 838-855
    • Mutz, D.1
  • 31
    • 22444451854 scopus 로고    scopus 로고
    • "Are the People Victims or Accomplices?"
    • Most studies generally involve attitude surveys in areas generally recognized as corrupt, but they seldom compare with non-corrupt areas. One study of particular interest here was carried out by Miller et al. in the Czech Republic, Slovakia, Bulgaria, and Ukraine. The study seeks to determine whether citizens should be seen as sources of corruption, victims, or accomplices
    • Most studies generally involve attitude surveys in areas generally recognized as corrupt, but they seldom compare with non-corrupt areas. One study of particular interest here was carried out by Miller et al. in the Czech Republic, Slovakia, Bulgaria, and Ukraine. The study seeks to determine whether citizens should be seen as sources of corruption, victims, or accomplices (William L. Miller, Åse B. Grödeland, and Tatyana Y. Koshechkina, "Are the People Victims or Accomplices?" in Crime, Law, and Social Change 29 (1998), pp. 273-318.
    • (1998) Crime, Law, and Social Change , vol.29 , pp. 273-318
    • Miller, W.L.1    Grödeland, Å.B.2    Koshechkina, T.Y.3
  • 32
    • 0242307170 scopus 로고    scopus 로고
    • "Political Culture and Democracy: Analyzing Cross-Level Linkages"
    • (October)
    • Ronald Inglehart and Christian Welzel, "Political Culture and Democracy: Analyzing Cross-Level Linkages," Journal of Comparative Politics 36:1 (October 2003).
    • (2003) Journal of Comparative Politics , vol.36 , pp. 1
    • Inglehart, R.1    Welzel, C.2
  • 33
    • 31344449593 scopus 로고    scopus 로고
    • note
    • Note also that when the respondents were asked to what extent they thought the ideal view was held by public sector personnel (see Figure 1, Question 27), we received some unexpected answers. Overall, about 40% of the respondents said they thought less than half of public sector employees held such a view. However, in Kerala, which most observers of politics in India would agree is a better-governed state than Madhya Pradesh, 44% answered that they thought less than half of all public servants held views in accordance with the ideal bureaucrat. In Madhya Pradesh, the corresponding figure was 35%. In other words, the better-educated Keralites are more skeptical about their bureaucrats than the citizens included in this survey from Madhya Pradesh. Consequently, this shows that we would have drawn the wrong conclusion if we had used quite general questions about bureaucrats as an indicator of performance at the state level.
  • 34
    • 31344444656 scopus 로고    scopus 로고
    • note
    • All the scales that were presented to the interviewees were graded zero to four. Interviewers were instructed to illustrate each step in terms of a meaningful quartile. This worked well, especially in Madhya Pradesh where literacy levels are low, because it is common to refer to measurements using the old "anna" coin denomination for comparison. Until 1957 (when the rupee was decimalized), 16 annas would be equivalent to one rupee. Therefore, people still commonly say "four annas" when they want to say 25%, or one-quarter. So, after zero, we told people that the next step on the scale was equivalent to "four annas," the next "eight annas," and so on.
  • 35
    • 31344478532 scopus 로고    scopus 로고
    • note
    • Although there is a significant correlation between support for the ideal bureaucrat and what we could call the acceptance of bribery, we can see that the influence these two variables have on each other is not very strong (n = 1,093; B = -.06; S.E. = .027, significant at 95% level of confidence). Moving one step from left to right on the scale for support for the ideal bureaucrat will only, on average, have the effect of moving 6% of one step from right to left on the scale for attitudes to bribes. Interestingly, in the survey of elites that was carried out, a clearer connection is visible between these two variables (n = 121; B = -.161; S.E. = .055, significant at 95% level of confidence).
  • 36
    • 31344440307 scopus 로고    scopus 로고
    • "Political Culture and Democracy"
    • Inglehart and Welzel, "Political Culture and Democracy."
    • Inglehart, R.1    Welzel, C.2
  • 37
    • 31344459560 scopus 로고    scopus 로고
    • note
    • For example, we asked, "How do you think the public (sarkari) services are financed?" The options available were as follows: "Public (sarkari) services are: 1 = financed mainly by fees you pay when you use them; 2 = financed mainly by taxes; 3 = financed mainly by donations." Although all questions would not necessarily measure the capacity to distinguish between the private and the public sphere in a direct way, the test results are at least useful as a proxy for that capacity.
  • 38
    • 31344473172 scopus 로고    scopus 로고
    • note
    • n = 1,139; B = -.0.208; S.E. = .031, significant at 99% level of confidence.
  • 39
    • 31344460098 scopus 로고    scopus 로고
    • note
    • n = 1,136; B = -.0.065; S.E. = .013, significant at 99% level of confidence. The respondents were asked, "What is your level of education?" and on our scale the number 1 corresponds to the answer: none and illiterate; 2 = none, but can write name; 3 = none, but literate; 4 = primary school; 5 = middle school; 6 = secondary or technical school; 7 = college; 8 = university or polytechnic.
  • 40
    • 0029504444 scopus 로고    scopus 로고
    • "A Theory of Limits on Corruption and Some Applications"
    • For a discussion on the relationship between the level of education and corruption, see, for example
    • For a discussion on the relationship between the level of education and corruption, see, for example, M. S. Alam, "A Theory of Limits on Corruption and Some Applications," Kyklos, 48:3, pp. 419-35.
    • Kyklos , vol.48 , Issue.3 , pp. 419-435
    • Alam, M.S.1
  • 41
    • 31344477587 scopus 로고    scopus 로고
    • note
    • The respondents could indicate their living standard by answering the question, "In what kind of house do you live?" where the options were 1 = pucca (solid brick); 2 = semi-pucca (asbestos, tile); 3 = kutcha (hut or non-brick). The reason for using housing standards as a proxy for income is that most people in the survey answered this question, while the number of people who refused to give information about their income was about 43%.
  • 42
    • 0000758904 scopus 로고    scopus 로고
    • "Corruption around the World: Causes, Consequences, Scope, and Cures"
    • See, for example, (December)
    • See, for example, Vito Tanzi, "Corruption around the World: Causes, Consequences, Scope, and Cures," IMF Staff Papers 45:4 (December 1998), pp. 559-94.
    • (1998) IMF Staff Papers , vol.45 , Issue.4 , pp. 559-594
    • Tanzi, V.1
  • 43
    • 31344481515 scopus 로고    scopus 로고
    • note
    • Naturally, several other models were tested but yielded no results that change the conclusions drawn here.
  • 44
    • 31344459835 scopus 로고    scopus 로고
    • note
    • This relationship is described in fn. 32.
  • 45
    • 31344457761 scopus 로고    scopus 로고
    • note
    • This is so at least according to the survey's set of test questions, which tried to measure this either directly or by proxies.
  • 46
    • 31344435377 scopus 로고    scopus 로고
    • According to Lewis-Beck, "Even beginners know that OLS is simply 'not done' or at least not published, when Y is binary." (See the "Series Editor's Introduction," in [Thousand Oaks: Sage Publications,]) Nevertheless, OLS will be used here for the following reasons
    • According to Lewis-Beck, "Even beginners know that OLS is simply 'not done' or at least not published, when Y is binary." (See the "Series Editor's Introduction," in Fred C. Pampel, Logistic Regression: A Primer [Thousand Oaks: Sage Publications, 2000], p. v.) Nevertheless, OLS will be used here for the following reasons.
    • (2000) Logistic Regression: A Primer
    • Pampel, F.C.1
  • 47
    • 0004227324 scopus 로고
    • First, the sample size is smaller than is recommended for using logit. Second, OLS is known to be robust against violations of assumptions, for example, as discussed in (New York: McGraw-Hill,) Moreover, the models for explanation here were tested using logit. However, none of the results would indicate that the results from the OLS regressions were incorrect
    • First, the sample size is smaller than is recommended for using logit. Second, OLS is known to be robust against violations of assumptions, for example, as discussed in D. N. Gujarati, Basic Econometrics (New York: McGraw-Hill, 1995). Moreover, the models for explanation here were tested using logit. However, none of the results would indicate that the results from the OLS regressions were incorrect.
    • (1995) Basic Econometrics
    • Gujarati, D.N.1
  • 48
    • 31344469921 scopus 로고    scopus 로고
    • note
    • We could imagine that there is some sort of threshold effect where villages below a certain average are always more likely to be low-performing, while villages above the threshold remain unpredictable in outcomes.
  • 49
    • 31344450149 scopus 로고    scopus 로고
    • note
    • Note: N = 24; B = .665; S.E. = .347, significant at 90% level of confidence. In other words, moving one step from left to right on the scale gauging opinion about public servants will have the effect of moving almost 70% on the scale for performance.
  • 51
    • 31344440307 scopus 로고    scopus 로고
    • "Political Culture and Democracy"
    • Compare this to Inglehart and Welzel's argument that individual support for democratic values may only be "weakly linked to societal-level democracy." See
    • Compare this to Inglehart and Welzel's argument that individual support for democratic values may only be "weakly linked to societal-level democracy." See Inglehart and Welzel, "Political Culture and Democracy."
    • Inglehart, R.1    Welzel, C.2
  • 52
    • 31344446428 scopus 로고    scopus 로고
    • note
    • Given the way the model for the investigation is constructed, we cannot control for the variables stated here.
  • 54
    • 31344439476 scopus 로고    scopus 로고
    • note
    • The questions about whom one can count on for help are used as indirect indicators or proxies of trust. Other questions regarding trust were also asked but indicated no strong relationship to performance at the village level.
  • 55
    • 31344454844 scopus 로고    scopus 로고
    • "The Dilemma of Personal and Private Social Capital: A Study of the Creation of Social Capital in Bangladesh"
    • C-level Thesis, Department of Government, Uppsala University Gibson and Gouws came up with results that were similar to Hulterström's but in South Africa
    • Karolina Hulterström, "The Dilemma of Personal and Private Social Capital: A Study of the Creation of Social Capital in Bangladesh," C-level Thesis, Department of Government, Uppsala University (1996). Gibson and Gouws came up with results that were similar to Hulterström's but in South Africa.
    • (1996)
    • Hulterström, K.1
  • 56
    • 0034387577 scopus 로고    scopus 로고
    • "Social Identities and Political Intolerance: Linkages within the South African Mass Public"
    • See
    • See James L. Gibson, and Amanda Gouws, "Social Identities and Political Intolerance: Linkages within the South African Mass Public," American Journal of Political Science 44:2 (2000).
    • (2000) American Journal of Political Science , vol.44 , pp. 2
    • Gibson, J.L.1    Gouws, A.2
  • 57
    • 31344461088 scopus 로고    scopus 로고
    • note
    • The relationship between inter-group and intra-group trust is fairly strong (n = 1,155; B = .483; S.E. = .021, significant at 99% level of confidence). The results tell us that moving one step on the inter-group trust scale corresponds on average to moving half a step on the intra-group scale.


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