What is the Rice Index? How does it measure party unity?

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I've read that a so-called Rice index is used in political science to measure party unity. There's no Wikipedia page on this notion. How exactly is it defined?



(Yes, I have jstor access and I can read that paper, but I think this question might of interest to some who can't.)







share|improve this question


























    up vote
    5
    down vote

    favorite












    I've read that a so-called Rice index is used in political science to measure party unity. There's no Wikipedia page on this notion. How exactly is it defined?



    (Yes, I have jstor access and I can read that paper, but I think this question might of interest to some who can't.)







    share|improve this question
























      up vote
      5
      down vote

      favorite









      up vote
      5
      down vote

      favorite











      I've read that a so-called Rice index is used in political science to measure party unity. There's no Wikipedia page on this notion. How exactly is it defined?



      (Yes, I have jstor access and I can read that paper, but I think this question might of interest to some who can't.)







      share|improve this question














      I've read that a so-called Rice index is used in political science to measure party unity. There's no Wikipedia page on this notion. How exactly is it defined?



      (Yes, I have jstor access and I can read that paper, but I think this question might of interest to some who can't.)









      share|improve this question













      share|improve this question




      share|improve this question








      edited Aug 30 at 3:23









      indigochild

      17.6k150132




      17.6k150132










      asked Aug 29 at 11:55









      Fizz

      7,92012164




      7,92012164




















          2 Answers
          2






          active

          oldest

          votes

















          up vote
          10
          down vote













          There is a German Wikipedia page.



          The Rice index measures agreement within groups on a certain issue or proposal. Given a certain issue and a group of people we write the number of people in favour F and the number of people opposed O. The Rice index is then given by (|.| is the absolute value)




          RI = | F-O | / (F+O)




          This gives a number between 0 and 1 so that a higher number indicates more agreement or unity among the group. The index is zero when F=O, which happens when the party is evenly split on the issue.



          As noted in this paper, it's not always a useful measure. For example, in the European Parliament members have three voting options: in favour, oppose and abstain. The Rice index cannot be used for that. The paper does name another measure that does account for that: the Attinà index, but I cannot find a corresponding Wikipedia page for that.






          share|improve this answer


















          • 1




            @Ev.Kounis that was a typo, it should indeed be F=O, i.e. the opposing group and the group in favour are of equal size.
            – JJJ
            Aug 29 at 13:54







          • 1




            I was able to find a full-text of that paper here, it looks like the formula the author uses is: AI = (Larvest Vote Share - Sum of other Vote Shares) / Total number of Votes (X 100 to get a percentage). (I found this at what is labeled as page 564).
            – Jeff Lambert
            Aug 29 at 15:18

















          up vote
          4
          down vote













          In addition to JJJ's answer, the index is usually averaged across a set of votes of interest; for example across a legislative session.




          While the Rice-index is calculated for each vote, most often
          the average value of this index is of interest.




          Cf. Hug (2006).




          It's also not actually the case that the Rice index cannot be used if Abstain is an option (except in one extreme case as JJJ correctly notes below in a comment). The paper in question (Hix et al.) notes that:




          However, the problem with the Rice index in the European
          Parliament is that MEPs have three voting options: Yes, No and Abstain. Attina
          consequently developed a cohesion measure specifically for the European Parliament,
          where the highest voting option minus the sum of the second and third options was divided
          by the sum of all three options. But, the Attina index can produce negative scores on
          individual votes, since a party split equally between all three voting options produces a
          cohesion score on the Attina index of -0.333.



          As a result, by enabling all three voting choices to be taken into account, and by
          producing cohesion scores on a scale from 0 to 1, our Agreement Index is an alternative
          to the Rice and Attina indices for measuring party cohesion in the European Parliament
          (or in any parliament with three voting options). Nevertheless, the cohesion scores
          produced by our index can be compared to scores produced by these other two indices.
          Our results correlate perfectly with the Attina scores, as our index is simply a rescaling
          of the scores from 0 to 1, and correlate at the 0.98 level with the Rice scores for the same
          data on the European Parliament. Note, however, that the difference between our scores
          and the Rice scores are higher for parties that tend to Abstain as a block (for example, when
          parties Abstain strategically).




          So in a practical context (EU parliament), the Rice score was usually well-correlated (0.98) with the Abstention-sensitive measures. As for the formula for the latter:



          Let M = maxY, N, A and let N = Y+N+A, then the Hix index is



          (M - 1/2 (N - M)) / N = (3M - N) / 2N



          which is zero if the votes are equally split (1/3) among Y, N, A.



          But all three (Rice, Attina ~ Hix) measures inflate the decohesion score of small parties.



          Another limitation is that these (per-party) indexes cannot be computed if the vote is secret, since per-party breakdowns of Y/N/A are not available then. This is actually the case for some types of votes in some European national parliaments. Another criticism related to this latter point is that in systems with mixed open and secret votes




          it has often been
          questioned if roll call behaviour is an appropriate indicator for the identification
          of party cohesion since open votes are often asked for in situations
          where party unity is urgently required. In other words, roll call analysis is
          probably a better indicator for party discipline than party cohesion. Open
          votes actually lead to higher party unity than secret votes because deviant
          behaviour is openly manifested. Analytically, this leads to the impression
          that party cohesion is higher than it really is. Because of this selection bias,
          roll call analysis is not a suitable means for the analysis of party cohesion in
          parliamentary systems (Carrubba et al. 2006; Hug 2010).







          share|improve this answer


















          • 1




            Rice cannot be used if everyone voted to abstain. Not likely, but then you would get 0 in the denominator.
            – JJJ
            Aug 29 at 12:51










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          2 Answers
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          2 Answers
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          up vote
          10
          down vote













          There is a German Wikipedia page.



          The Rice index measures agreement within groups on a certain issue or proposal. Given a certain issue and a group of people we write the number of people in favour F and the number of people opposed O. The Rice index is then given by (|.| is the absolute value)




          RI = | F-O | / (F+O)




          This gives a number between 0 and 1 so that a higher number indicates more agreement or unity among the group. The index is zero when F=O, which happens when the party is evenly split on the issue.



          As noted in this paper, it's not always a useful measure. For example, in the European Parliament members have three voting options: in favour, oppose and abstain. The Rice index cannot be used for that. The paper does name another measure that does account for that: the Attinà index, but I cannot find a corresponding Wikipedia page for that.






          share|improve this answer


















          • 1




            @Ev.Kounis that was a typo, it should indeed be F=O, i.e. the opposing group and the group in favour are of equal size.
            – JJJ
            Aug 29 at 13:54







          • 1




            I was able to find a full-text of that paper here, it looks like the formula the author uses is: AI = (Larvest Vote Share - Sum of other Vote Shares) / Total number of Votes (X 100 to get a percentage). (I found this at what is labeled as page 564).
            – Jeff Lambert
            Aug 29 at 15:18














          up vote
          10
          down vote













          There is a German Wikipedia page.



          The Rice index measures agreement within groups on a certain issue or proposal. Given a certain issue and a group of people we write the number of people in favour F and the number of people opposed O. The Rice index is then given by (|.| is the absolute value)




          RI = | F-O | / (F+O)




          This gives a number between 0 and 1 so that a higher number indicates more agreement or unity among the group. The index is zero when F=O, which happens when the party is evenly split on the issue.



          As noted in this paper, it's not always a useful measure. For example, in the European Parliament members have three voting options: in favour, oppose and abstain. The Rice index cannot be used for that. The paper does name another measure that does account for that: the Attinà index, but I cannot find a corresponding Wikipedia page for that.






          share|improve this answer


















          • 1




            @Ev.Kounis that was a typo, it should indeed be F=O, i.e. the opposing group and the group in favour are of equal size.
            – JJJ
            Aug 29 at 13:54







          • 1




            I was able to find a full-text of that paper here, it looks like the formula the author uses is: AI = (Larvest Vote Share - Sum of other Vote Shares) / Total number of Votes (X 100 to get a percentage). (I found this at what is labeled as page 564).
            – Jeff Lambert
            Aug 29 at 15:18












          up vote
          10
          down vote










          up vote
          10
          down vote









          There is a German Wikipedia page.



          The Rice index measures agreement within groups on a certain issue or proposal. Given a certain issue and a group of people we write the number of people in favour F and the number of people opposed O. The Rice index is then given by (|.| is the absolute value)




          RI = | F-O | / (F+O)




          This gives a number between 0 and 1 so that a higher number indicates more agreement or unity among the group. The index is zero when F=O, which happens when the party is evenly split on the issue.



          As noted in this paper, it's not always a useful measure. For example, in the European Parliament members have three voting options: in favour, oppose and abstain. The Rice index cannot be used for that. The paper does name another measure that does account for that: the Attinà index, but I cannot find a corresponding Wikipedia page for that.






          share|improve this answer














          There is a German Wikipedia page.



          The Rice index measures agreement within groups on a certain issue or proposal. Given a certain issue and a group of people we write the number of people in favour F and the number of people opposed O. The Rice index is then given by (|.| is the absolute value)




          RI = | F-O | / (F+O)




          This gives a number between 0 and 1 so that a higher number indicates more agreement or unity among the group. The index is zero when F=O, which happens when the party is evenly split on the issue.



          As noted in this paper, it's not always a useful measure. For example, in the European Parliament members have three voting options: in favour, oppose and abstain. The Rice index cannot be used for that. The paper does name another measure that does account for that: the Attinà index, but I cannot find a corresponding Wikipedia page for that.







          share|improve this answer














          share|improve this answer



          share|improve this answer








          edited Aug 29 at 13:53

























          answered Aug 29 at 12:26









          JJJ

          1,132626




          1,132626







          • 1




            @Ev.Kounis that was a typo, it should indeed be F=O, i.e. the opposing group and the group in favour are of equal size.
            – JJJ
            Aug 29 at 13:54







          • 1




            I was able to find a full-text of that paper here, it looks like the formula the author uses is: AI = (Larvest Vote Share - Sum of other Vote Shares) / Total number of Votes (X 100 to get a percentage). (I found this at what is labeled as page 564).
            – Jeff Lambert
            Aug 29 at 15:18












          • 1




            @Ev.Kounis that was a typo, it should indeed be F=O, i.e. the opposing group and the group in favour are of equal size.
            – JJJ
            Aug 29 at 13:54







          • 1




            I was able to find a full-text of that paper here, it looks like the formula the author uses is: AI = (Larvest Vote Share - Sum of other Vote Shares) / Total number of Votes (X 100 to get a percentage). (I found this at what is labeled as page 564).
            – Jeff Lambert
            Aug 29 at 15:18







          1




          1




          @Ev.Kounis that was a typo, it should indeed be F=O, i.e. the opposing group and the group in favour are of equal size.
          – JJJ
          Aug 29 at 13:54





          @Ev.Kounis that was a typo, it should indeed be F=O, i.e. the opposing group and the group in favour are of equal size.
          – JJJ
          Aug 29 at 13:54





          1




          1




          I was able to find a full-text of that paper here, it looks like the formula the author uses is: AI = (Larvest Vote Share - Sum of other Vote Shares) / Total number of Votes (X 100 to get a percentage). (I found this at what is labeled as page 564).
          – Jeff Lambert
          Aug 29 at 15:18




          I was able to find a full-text of that paper here, it looks like the formula the author uses is: AI = (Larvest Vote Share - Sum of other Vote Shares) / Total number of Votes (X 100 to get a percentage). (I found this at what is labeled as page 564).
          – Jeff Lambert
          Aug 29 at 15:18










          up vote
          4
          down vote













          In addition to JJJ's answer, the index is usually averaged across a set of votes of interest; for example across a legislative session.




          While the Rice-index is calculated for each vote, most often
          the average value of this index is of interest.




          Cf. Hug (2006).




          It's also not actually the case that the Rice index cannot be used if Abstain is an option (except in one extreme case as JJJ correctly notes below in a comment). The paper in question (Hix et al.) notes that:




          However, the problem with the Rice index in the European
          Parliament is that MEPs have three voting options: Yes, No and Abstain. Attina
          consequently developed a cohesion measure specifically for the European Parliament,
          where the highest voting option minus the sum of the second and third options was divided
          by the sum of all three options. But, the Attina index can produce negative scores on
          individual votes, since a party split equally between all three voting options produces a
          cohesion score on the Attina index of -0.333.



          As a result, by enabling all three voting choices to be taken into account, and by
          producing cohesion scores on a scale from 0 to 1, our Agreement Index is an alternative
          to the Rice and Attina indices for measuring party cohesion in the European Parliament
          (or in any parliament with three voting options). Nevertheless, the cohesion scores
          produced by our index can be compared to scores produced by these other two indices.
          Our results correlate perfectly with the Attina scores, as our index is simply a rescaling
          of the scores from 0 to 1, and correlate at the 0.98 level with the Rice scores for the same
          data on the European Parliament. Note, however, that the difference between our scores
          and the Rice scores are higher for parties that tend to Abstain as a block (for example, when
          parties Abstain strategically).




          So in a practical context (EU parliament), the Rice score was usually well-correlated (0.98) with the Abstention-sensitive measures. As for the formula for the latter:



          Let M = maxY, N, A and let N = Y+N+A, then the Hix index is



          (M - 1/2 (N - M)) / N = (3M - N) / 2N



          which is zero if the votes are equally split (1/3) among Y, N, A.



          But all three (Rice, Attina ~ Hix) measures inflate the decohesion score of small parties.



          Another limitation is that these (per-party) indexes cannot be computed if the vote is secret, since per-party breakdowns of Y/N/A are not available then. This is actually the case for some types of votes in some European national parliaments. Another criticism related to this latter point is that in systems with mixed open and secret votes




          it has often been
          questioned if roll call behaviour is an appropriate indicator for the identification
          of party cohesion since open votes are often asked for in situations
          where party unity is urgently required. In other words, roll call analysis is
          probably a better indicator for party discipline than party cohesion. Open
          votes actually lead to higher party unity than secret votes because deviant
          behaviour is openly manifested. Analytically, this leads to the impression
          that party cohesion is higher than it really is. Because of this selection bias,
          roll call analysis is not a suitable means for the analysis of party cohesion in
          parliamentary systems (Carrubba et al. 2006; Hug 2010).







          share|improve this answer


















          • 1




            Rice cannot be used if everyone voted to abstain. Not likely, but then you would get 0 in the denominator.
            – JJJ
            Aug 29 at 12:51














          up vote
          4
          down vote













          In addition to JJJ's answer, the index is usually averaged across a set of votes of interest; for example across a legislative session.




          While the Rice-index is calculated for each vote, most often
          the average value of this index is of interest.




          Cf. Hug (2006).




          It's also not actually the case that the Rice index cannot be used if Abstain is an option (except in one extreme case as JJJ correctly notes below in a comment). The paper in question (Hix et al.) notes that:




          However, the problem with the Rice index in the European
          Parliament is that MEPs have three voting options: Yes, No and Abstain. Attina
          consequently developed a cohesion measure specifically for the European Parliament,
          where the highest voting option minus the sum of the second and third options was divided
          by the sum of all three options. But, the Attina index can produce negative scores on
          individual votes, since a party split equally between all three voting options produces a
          cohesion score on the Attina index of -0.333.



          As a result, by enabling all three voting choices to be taken into account, and by
          producing cohesion scores on a scale from 0 to 1, our Agreement Index is an alternative
          to the Rice and Attina indices for measuring party cohesion in the European Parliament
          (or in any parliament with three voting options). Nevertheless, the cohesion scores
          produced by our index can be compared to scores produced by these other two indices.
          Our results correlate perfectly with the Attina scores, as our index is simply a rescaling
          of the scores from 0 to 1, and correlate at the 0.98 level with the Rice scores for the same
          data on the European Parliament. Note, however, that the difference between our scores
          and the Rice scores are higher for parties that tend to Abstain as a block (for example, when
          parties Abstain strategically).




          So in a practical context (EU parliament), the Rice score was usually well-correlated (0.98) with the Abstention-sensitive measures. As for the formula for the latter:



          Let M = maxY, N, A and let N = Y+N+A, then the Hix index is



          (M - 1/2 (N - M)) / N = (3M - N) / 2N



          which is zero if the votes are equally split (1/3) among Y, N, A.



          But all three (Rice, Attina ~ Hix) measures inflate the decohesion score of small parties.



          Another limitation is that these (per-party) indexes cannot be computed if the vote is secret, since per-party breakdowns of Y/N/A are not available then. This is actually the case for some types of votes in some European national parliaments. Another criticism related to this latter point is that in systems with mixed open and secret votes




          it has often been
          questioned if roll call behaviour is an appropriate indicator for the identification
          of party cohesion since open votes are often asked for in situations
          where party unity is urgently required. In other words, roll call analysis is
          probably a better indicator for party discipline than party cohesion. Open
          votes actually lead to higher party unity than secret votes because deviant
          behaviour is openly manifested. Analytically, this leads to the impression
          that party cohesion is higher than it really is. Because of this selection bias,
          roll call analysis is not a suitable means for the analysis of party cohesion in
          parliamentary systems (Carrubba et al. 2006; Hug 2010).







          share|improve this answer


















          • 1




            Rice cannot be used if everyone voted to abstain. Not likely, but then you would get 0 in the denominator.
            – JJJ
            Aug 29 at 12:51












          up vote
          4
          down vote










          up vote
          4
          down vote









          In addition to JJJ's answer, the index is usually averaged across a set of votes of interest; for example across a legislative session.




          While the Rice-index is calculated for each vote, most often
          the average value of this index is of interest.




          Cf. Hug (2006).




          It's also not actually the case that the Rice index cannot be used if Abstain is an option (except in one extreme case as JJJ correctly notes below in a comment). The paper in question (Hix et al.) notes that:




          However, the problem with the Rice index in the European
          Parliament is that MEPs have three voting options: Yes, No and Abstain. Attina
          consequently developed a cohesion measure specifically for the European Parliament,
          where the highest voting option minus the sum of the second and third options was divided
          by the sum of all three options. But, the Attina index can produce negative scores on
          individual votes, since a party split equally between all three voting options produces a
          cohesion score on the Attina index of -0.333.



          As a result, by enabling all three voting choices to be taken into account, and by
          producing cohesion scores on a scale from 0 to 1, our Agreement Index is an alternative
          to the Rice and Attina indices for measuring party cohesion in the European Parliament
          (or in any parliament with three voting options). Nevertheless, the cohesion scores
          produced by our index can be compared to scores produced by these other two indices.
          Our results correlate perfectly with the Attina scores, as our index is simply a rescaling
          of the scores from 0 to 1, and correlate at the 0.98 level with the Rice scores for the same
          data on the European Parliament. Note, however, that the difference between our scores
          and the Rice scores are higher for parties that tend to Abstain as a block (for example, when
          parties Abstain strategically).




          So in a practical context (EU parliament), the Rice score was usually well-correlated (0.98) with the Abstention-sensitive measures. As for the formula for the latter:



          Let M = maxY, N, A and let N = Y+N+A, then the Hix index is



          (M - 1/2 (N - M)) / N = (3M - N) / 2N



          which is zero if the votes are equally split (1/3) among Y, N, A.



          But all three (Rice, Attina ~ Hix) measures inflate the decohesion score of small parties.



          Another limitation is that these (per-party) indexes cannot be computed if the vote is secret, since per-party breakdowns of Y/N/A are not available then. This is actually the case for some types of votes in some European national parliaments. Another criticism related to this latter point is that in systems with mixed open and secret votes




          it has often been
          questioned if roll call behaviour is an appropriate indicator for the identification
          of party cohesion since open votes are often asked for in situations
          where party unity is urgently required. In other words, roll call analysis is
          probably a better indicator for party discipline than party cohesion. Open
          votes actually lead to higher party unity than secret votes because deviant
          behaviour is openly manifested. Analytically, this leads to the impression
          that party cohesion is higher than it really is. Because of this selection bias,
          roll call analysis is not a suitable means for the analysis of party cohesion in
          parliamentary systems (Carrubba et al. 2006; Hug 2010).







          share|improve this answer














          In addition to JJJ's answer, the index is usually averaged across a set of votes of interest; for example across a legislative session.




          While the Rice-index is calculated for each vote, most often
          the average value of this index is of interest.




          Cf. Hug (2006).




          It's also not actually the case that the Rice index cannot be used if Abstain is an option (except in one extreme case as JJJ correctly notes below in a comment). The paper in question (Hix et al.) notes that:




          However, the problem with the Rice index in the European
          Parliament is that MEPs have three voting options: Yes, No and Abstain. Attina
          consequently developed a cohesion measure specifically for the European Parliament,
          where the highest voting option minus the sum of the second and third options was divided
          by the sum of all three options. But, the Attina index can produce negative scores on
          individual votes, since a party split equally between all three voting options produces a
          cohesion score on the Attina index of -0.333.



          As a result, by enabling all three voting choices to be taken into account, and by
          producing cohesion scores on a scale from 0 to 1, our Agreement Index is an alternative
          to the Rice and Attina indices for measuring party cohesion in the European Parliament
          (or in any parliament with three voting options). Nevertheless, the cohesion scores
          produced by our index can be compared to scores produced by these other two indices.
          Our results correlate perfectly with the Attina scores, as our index is simply a rescaling
          of the scores from 0 to 1, and correlate at the 0.98 level with the Rice scores for the same
          data on the European Parliament. Note, however, that the difference between our scores
          and the Rice scores are higher for parties that tend to Abstain as a block (for example, when
          parties Abstain strategically).




          So in a practical context (EU parliament), the Rice score was usually well-correlated (0.98) with the Abstention-sensitive measures. As for the formula for the latter:



          Let M = maxY, N, A and let N = Y+N+A, then the Hix index is



          (M - 1/2 (N - M)) / N = (3M - N) / 2N



          which is zero if the votes are equally split (1/3) among Y, N, A.



          But all three (Rice, Attina ~ Hix) measures inflate the decohesion score of small parties.



          Another limitation is that these (per-party) indexes cannot be computed if the vote is secret, since per-party breakdowns of Y/N/A are not available then. This is actually the case for some types of votes in some European national parliaments. Another criticism related to this latter point is that in systems with mixed open and secret votes




          it has often been
          questioned if roll call behaviour is an appropriate indicator for the identification
          of party cohesion since open votes are often asked for in situations
          where party unity is urgently required. In other words, roll call analysis is
          probably a better indicator for party discipline than party cohesion. Open
          votes actually lead to higher party unity than secret votes because deviant
          behaviour is openly manifested. Analytically, this leads to the impression
          that party cohesion is higher than it really is. Because of this selection bias,
          roll call analysis is not a suitable means for the analysis of party cohesion in
          parliamentary systems (Carrubba et al. 2006; Hug 2010).








          share|improve this answer














          share|improve this answer



          share|improve this answer








          edited Aug 29 at 15:40









          Brythan

          60.7k7122213




          60.7k7122213










          answered Aug 29 at 12:36









          Fizz

          7,92012164




          7,92012164







          • 1




            Rice cannot be used if everyone voted to abstain. Not likely, but then you would get 0 in the denominator.
            – JJJ
            Aug 29 at 12:51












          • 1




            Rice cannot be used if everyone voted to abstain. Not likely, but then you would get 0 in the denominator.
            – JJJ
            Aug 29 at 12:51







          1




          1




          Rice cannot be used if everyone voted to abstain. Not likely, but then you would get 0 in the denominator.
          – JJJ
          Aug 29 at 12:51




          Rice cannot be used if everyone voted to abstain. Not likely, but then you would get 0 in the denominator.
          – JJJ
          Aug 29 at 12:51

















           

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