Document History

Original Publish Date: 01st April, 2021

Updated on: 11 May, 2021

Count of MPs(Party Wise)

BJP,INC MPs(2004,2009,2014,2019)

Party/Loksabha 14 15 16 17
BJP 131 116 286 304
INC 153 208 49 52

MPs Performance(Party Wise)

Party Attendance Questions Debates Private Member Bills
BJP 81.57497 137.8934 34.11443 0.9297789
INC 73.51442 128.7687 19.01683 0.5793269
  • MPs Attendance(Party Wise)
  • MPs Participation(Questions,Party Wise)
  • MPs Participation(Debates,Party Wise)

Count of MPs(Alliance Wise)

NDA,UPA,Others MPs(2004,2009,2014,2019)

Alliance/LokSabha 14 15 16 17
NDA 173 137 341 353
UPA 228 243 68 92
Others 144 166 155 101

MPs Performance(Alliance Wise)

Alliance Attendance Questions Debates Private Member Bills
NDA 80.15501 147.6992 33.47046 0.8947368
Others 72.98387 136.2724 29.85663 0.5179211
UPA 70.63715 127.2852 21.05035 0.5798611
  • MPs Attendance(Alliance Wise)
  • MPs Participation(Questions,Alliance Wise)
  • MPs Participation(Debates,Alliance Wise)

REGRESSION

  • Alliance as compared to NDA

  • Education as compared to 12th Pass

  • Loksabha as compared to ls14

  • state type as compared to Congress and BJP

Dependent variable:
Questions Debates Attendance
(1) (2) (3)
criminalcases 0.469 0.315 -0.196**
(0.668) (0.270) (0.077)
ls15 -67.139*** -14.157*** 13.854***
(10.762) (4.354) (1.247)
ls16 64.043*** 26.460*** 14.752***
(10.940) (4.426) (1.268)
ls17 -113.717*** -6.695 16.374***
(16.879) (6.829) (1.956)
AllianceOthers 1.434 1.347 -5.529***
(10.474) (4.238) (1.214)
AllianceUPA -8.403 -5.937 -6.483***
(10.281) (4.160) (1.191)
educationGraduate -1.398 4.665 2.032*
(9.839) (3.981) (1.140)
educationIlliterate 32.354 7.793 6.743
(116.728) (47.227) (13.523)
educationOthers 56.171** 9.341 3.237
(25.427) (10.287) (2.946)
educationPost Graduate 3.306 10.491** 3.412***
(10.584) (4.282) (1.226)
Age: -1.800*** -0.274* 0.093**
(0.372) (0.151) (0.043)
Candidate_TypeSC 16.833 -4.197 2.585
(62.682) (25.361) (7.262)
Candidate_TypeST -71.799** -16.550 -3.796
(33.613) (13.600) (3.894)
SexM 36.328*** 6.157 2.032
(12.323) (4.986) (1.428)
TurncoatNot Known 24.574 -0.215 1.215
(18.779) (7.598) (2.176)
Turncoatyes 7.468 13.208** 1.706
(16.148) (6.533) (1.871)
Incumbentyes 2.518 -5.104 -4.105**
(14.055) (5.686) (1.633)
Recontestyes 17.693 15.563*** 2.852*
(13.777) (5.574) (1.597)
No_Terms -5.900 0.016 0.144
(6.587) (2.665) (0.765)
Contested -2.416 -1.009 -1.118**
(4.847) (1.961) (0.562)
Constituency_TypeSC -37.995 -1.907 1.434
(63.197) (25.569) (7.321)
Constituency_TypeST 42.224 -2.769 3.193
(35.850) (14.505) (4.153)
statetypeCongress and StateParty 6.118 -7.955 -1.683
(13.321) (5.390) (1.543)
statetypeCongress,BJP,State Party 54.609*** -10.397** -6.174***
(12.056) (4.878) (1.397)
statetypeMultiple State Parties -23.475** -11.210** -2.954**
(11.414) (4.618) (1.323)
Constant 240.704*** 39.101*** 64.171***
(24.159) (9.775) (2.799)
Observations 1,889 1,889 1,888
R2 0.180 0.081 0.188
Adjusted R2 0.169 0.069 0.177
Residual Std. Error 164.094 (df = 1863) 66.391 (df = 1863) 19.010 (df = 1862)
F Statistic 16.337*** (df = 25; 1863) 6.579*** (df = 25; 1863) 17.266*** (df = 25; 1862)
Note: p<0.1; p<0.05; p<0.01

LOK SABHA WISE MEAN PERFORMANCE OF ALL MPs (REMOVED 5% OF Data)

ls Attendance Questions Debates Private Member Bills
14 69.65324 120.04922 28.24609 0.4675615
15 77.47718 96.11618 11.92531 0.2697095
16 79.76507 173.86749 49.06004 1.3954451
17 81.90837 65.19721 20.99203 0.2908367

LS14 Party wise Mean Performance

New Party Attendance Questions Debates Private Member Bills Count of MPs
BJP 66.52542 130.8729 28.72881 0.3305085 118
INC 73.12613 110.7027 19.40541 0.3693694 111

LS15 Party wise Mean Performance

New Party Attendance Questions Debates Private Member Bills Count of MPs
BJP 74.54783 100.48696 11.486956 0.3130435 115
INC 82.79012 96.88272 9.024691 0.3209877 162

LS16 Party wise Mean Performance

New Party Attendance Questions Debates Private Member Bills Count of MPs
BJP 86.37603 176.4467 56.60246 1.766393 244
INC 76.82500 146.2750 34.87500 1.775000 40

LS17 Party wise Mean Performance

New Party Attendance Questions Debates Private Member Bills Count of MPs
BJP 87.40769 64.01923 19.2 0.3807692 260
INC 81.59615 77.25000 29.5 0.2500000 52

MPs Attendance(Party Wise)

MPs Participation(Questions,Party Wise)

MPs Participation(Debates,Party Wise)

LS14 Alliance Mean Performance

Alliance Attendance Questions Debates Private Member Bills
NDA 66.94040 121.2848 28.56954 0.3245033
Others 71.16418 134.9478 34.67164 0.7910448
UPA 70.93210 106.5741 22.62963 0.3333333

LS15 Alliance Mean Performance

Alliance Attendance Questions Debates Private Member Bills
NDA 72.69853 104.55882 11.169118 0.2941176
Others 77.22152 94.21519 16.126582 0.2088608
UPA 81.14894 91.60638 8.941489 0.3031915

LS16 Alliance Mean Performance

Alliance Attendance Questions Debates Private Member Bills
NDA 85.07067 180.5123 53.65263 1.5859649
Others 70.94366 170.9085 42.51408 0.8380282
UPA 75.32143 147.5536 42.28571 1.8392857

LS17 Alliance Mean Performance

Alliance Attendance Questions Debates Private Member Bills
NDA 85.94822 65.18123 19.27184 0.3624595
Others 71.86139 50.81188 19.97030 0.0495050
UPA 79.36957 81.04348 27.89130 0.3152174
  • MPs Attendance(Alliance Wise)
  • MPs Participation(Questions,Alliance Wise)

MPs Participation(Debates,Alliance Wise)