Citation Analysis – Assessing Heterogeneity of Treatment Effects%

Assessing Heterogeneity of Treatment Effects%
Tetsuya Kaji, Jianfei Cao
https://arxiv.org/abs/2306.15048

Citation mentions

Cited references

Sections

7,142

Words (approx)

References by Citation Intensity

Ordered by composite index (descending). Higher values indicate more intensive citation.

#	Reference	Year	Mentions	Breadth	Sec. Wtd	Share	Composite	Main %
1	Bitler, Gelbach and Hoynes	2006	11	4	20.0	0.175	1.000	100%
2	Tarozzi, Desai and Johnson	2015	6	3	11.0	0.095	1.000	100%
3	Heckman, Smith and Clements	1997	3	2	4.0	0.048	0.737	100%
4	Chernozhukov, Lee and Rosen	2013	3	2	6.0	0.048	0.737	100%
5	Fan and Park	2010	3	2	2.5	0.048	0.644	67%
6	Athey and Imbens	2006	2	2	4.0	0.032	0.644	100%
7	Imbens and Manski	2004	2	2	4.0	0.032	0.644	100%
8	Abadie, Chingos and West	2018	2	2	4.0	0.032	0.644	100%
9	Tetenov	2012	2	1	2.0	0.032	0.511	100%
10	Abadie, Angrist and Imbens	2002	2	1	4.0	0.032	0.511	100%
11	Ji, Lei and Spector	2024	1	1	1.0	0.016	0.406	100%
12	Horowitz and Manski	2000	1	1	1.0	0.016	0.406	100%
13	Lee	2009	1	1	1.0	0.016	0.406	100%
14	DellaVigna and Kaplan	2007	1	1	2.0	0.016	0.406	100%
15	Jun and Lee	2023	1	1	2.0	0.016	0.406	100%
16	Abadie	2002	1	1	2.0	0.016	0.406	100%
17	Chernozhukov, Fernandez-Val and Galichon	2009	1	1	2.0	0.016	0.406	100%
18	Frolich and Melly	2013	1	1	2.0	0.016	0.406	100%
19	Powell	2020	1	1	2.0	0.016	0.406	100%
20	Gunsilius	2023	1	1	2.0	0.016	0.406	100%
21	Firpo	2007	1	1	2.0	0.016	0.406	100%
22	Frandsen, Frolich and Melly	2012	1	1	2.0	0.016	0.406	100%
23	Chernozhukov and Hansen	2006	1	1	2.0	0.016	0.406	100%
24	Stoye	2009	1	1	2.0	0.016	0.406	100%
25	Bordley	2009	1	1	2.0	0.016	0.406	100%
26	Nicholson and Hellman	2020	1	1	2.0	0.016	0.406	100%
27	Makarov	1981	1	1	2.0	0.016	0.406	100%
28	Tarozzi, Desai and Johnson	2015	1	1	2.0	0.016	0.406	100%
29	Kitagawa and Tetenov	2018	1	1	2.0	0.016	0.406	100%
30	Bitler, Gelbach and Hoynes	2006	1	1	2.0	0.016	0.406	100%
31	Beiglbock, Goldstern, Maresch and Schachermayer	2009	5	1	2.5	0.079	0.149	0%
32	Rachev and Ruschendorf	1998	2	1	1.0	0.032	0.110	0%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

Bitler, Gelbach and Hoynes

2006

20.0

0.175

1.000

100%

Tarozzi, Desai and Johnson

2015

11.0

0.095

1.000

100%

Heckman, Smith and Clements

1997

4.0

0.048

0.737

100%

Chernozhukov, Lee and Rosen

2013

6.0

0.048

0.737

100%

Fan and Park

2010

2.5

0.048

0.644

67%

Athey and Imbens

2006

4.0

0.032

0.644

100%

Imbens and Manski

2004

4.0

0.032

0.644

100%

Abadie, Chingos and West

2018

4.0

0.032

0.644

100%

Tetenov

2012

2.0

0.032

0.511

100%

Abadie, Angrist and Imbens

2002

4.0

0.032

0.511

100%

Ji, Lei and Spector

2024

1.0

0.016

0.406

100%

Horowitz and Manski

2000

1.0

0.016

0.406

100%

Lee

2009

1.0

0.016

0.406

100%

DellaVigna and Kaplan

2007

2.0

0.016

0.406

100%

Jun and Lee

2023

2.0

0.016

0.406

100%

Abadie

2002

2.0

0.016

0.406

100%

Chernozhukov, Fernandez-Val and Galichon

2009

2.0

0.016

0.406

100%

Frolich and Melly

2013

2.0

0.016

0.406

100%

Powell

2020

2.0

0.016

0.406

100%

Gunsilius

2023

2.0

0.016

0.406

100%

Firpo

2007

2.0

0.016

0.406

100%

Frandsen, Frolich and Melly

2012

2.0

0.016

0.406

100%

Chernozhukov and Hansen

2006

2.0

0.016

0.406

100%

Stoye

2009

2.0

0.016

0.406

100%

Bordley

2009

2.0

0.016

0.406

100%

Nicholson and Hellman

2020

2.0

0.016

0.406

100%

Makarov

1981

2.0

0.016

0.406

100%

Tarozzi, Desai and Johnson

2015

2.0

0.016

0.406

100%

Kitagawa and Tetenov

2018

2.0

0.016

0.406

100%

Bitler, Gelbach and Hoynes

2006

2.0

0.016

0.406

100%

Beiglbock, Goldstern, Maresch and Schachermayer

2009

2.5

0.079

0.149

Rachev and Ruschendorf

1998

1.0

0.032

0.110

Measures: Mentions = total in-text citations; Breadth = distinct sections; Sec. Wtd = section-weighted count (body ×2, lit review/appendix ×0.5); Share = mentions / total citations in paper; Composite = geometric mean of normalised count, breadth, and main-text ratio; Main % = fraction of mentions in main text (excl. appendix). (self) = self-citation.