From: The role of highly intercited papers on scientific impact: the Mexican case
Variables | OLS | Negative Binomial | ||||||
---|---|---|---|---|---|---|---|---|
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
ln(citations) | ln(third-party cit.) | ln (collaborator cit.) | ln (self-citations) | Citations | Third-party cit. | Collaborator cit. | Self-citations | |
ln(k-max) | 0.772*** | 0.605*** | 1.115*** | 1.759*** | 0.749*** | 0.616*** | 1.182*** | 1.743*** |
(0.035) | (0.037) | (0.049) | (0.036) | (0.047) | (0.050) | (0.058) | (0.047) | |
ln(No. Publications) | 0.350*** | 0.310*** | 0.384*** | 0.836*** | 0.300*** | 0.271*** | 0.329*** | 0.768*** |
(0.027) | (0.029) | (0.036) | (0.028) | (0.049) | (0.052) | (0.044) | (0.048) | |
ln(Rank of affiliation institution) | −0.289*** | −0.298*** | −0.388*** | −0.228*** | −0.408*** | −0.398*** | −0.517*** | −0.161*** |
(0.073) | (0.081) | (0.106) | (0.068) | (0.085) | (0.095) | (0.104) | (0.060) | |
Area 1: Physics, Mathematics and Earth Sciences | −0.217*** | −0.363*** | 0.331*** | −0.064 | −0.178** | −0.272*** | 0.240*** | −0.110*** |
(0.045) | (0.052) | (0.063) | (0.040) | (0.069) | (0.079) | (0.062) | (0.041) | |
Area 2: Biology and Chemistry | −0.054 | −0.114** | 0.248*** | −0.007 | −0.065 | −0.103* | 0.202*** | −0.008 |
(0.041) | (0.045) | (0.062) | (0.039) | (0.049) | (0.054) | (0.063) | (0.036) | |
Area 3: Medicine and Health | −0.117*** | −0.113** | −0.242*** | −0.227*** | −0.159*** | −0.149*** | −0.238*** | −0.169*** |
(0.044) | (0.048) | (0.073) | (0.048) | (0.053) | (0.057) | (0.069) | (0.046) | |
Area 4: Humanities and Behavioral Sciences | −0.267*** | −0.281*** | −0.209* | −0.465*** | −0.266*** | −0.281*** | −0.129 | −0.323*** |
(0.078) | (0.084) | (0.121) | (0.103) | (0.095) | (0.099) | (0.175) | (0.086) | |
Area 5: Social and Economic Sciences | −0.099 | −0.089 | −0.154 | −0.457*** | −0.029 | −0.009 | −0.124 | −0.441*** |
(0.087) | (0.092) | (0.122) | (0.096) | (0.092) | (0.096) | (0.116) | (0.076) | |
Area 6: Biotechnology and Agricultural Sciences | −0.097** | −0.113** | 0.029 | −0.058 | −0.116** | −0.118** | −0.015 | −0.062* |
(0.041) | (0.046) | (0.061) | (0.039) | (0.046) | (0.051) | (0.059) | (0.035) | |
Level I | −0.007 | 0.017 | 0.105 | −0.090 | −0.008 | −0.011 | 0.121 | −0.046 |
(0.068) | (0.078) | (0.094) | (0.060) | (0.089) | (0.100) | (0.094) | (0.057) | |
Level II | 0.257*** | 0.318*** | 0.309*** | −0.034 | 0.326*** | 0.345** | 0.320*** | 0.043 |
(0.077) | (0.088) | (0.106) | (0.070) | (0.126) | (0.138) | (0.107) | (0.071) | |
Level III | 0.470*** | 0.556*** | 0.487*** | −0.072 | 0.627*** | 0.668*** | 0.587*** | 0.084 |
(0.091) | (0.103) | (0.123) | (0.084) | (0.146) | (0.157) | (0.143) | (0.103) | |
Career length | 0.008*** | 0.010*** | 0.004 | −0.011*** | 0.004* | 0.005** | 0.005 | −0.009*** |
(0.002) | (0.002) | (0.003) | (0.002) | (0.002) | (0.003) | (0.003) | (0.002) | |
ln(Avg. co-authors per paper) | 0.340*** | 0.361*** | 0.589*** | −0.063** | 0.342*** | 0.355*** | 0.584*** | −0.110*** |
(0.036) | (0.037) | (0.064) | (0.029) | (0.043) | (0.046) | (0.063) | (0.032) | |
Constant | 5.765*** | 5.842*** | 3.330*** | 0.655 | 7.249*** | 7.160*** | 4.918*** | 0.409 |
(0.676) | (0.742) | (0.968) | (0.623) | (0.798) | (0.895) | (0.975) | (0.559) | |
lnalpha | −1.120*** | −0.898*** | −0.551*** | −1.582*** | ||||
(0.054) | (0.048) | (0.037) | (0.062) | |||||
Observations | 2363 | 2362 | 2334 | 2311 | 2363 | 2363 | 2363 | 2363 |