Citation Analysis – Effect Identification and Unit Categorization in the Multi-Score Regression Discontinuity Design with Application to LED Manufacturing

Citation Analysis

Effect Identification and Unit Categorization in the Multi-Score Regression Discontinuity Design with Application to LED Manufacturing
Philipp Alexander Schwarz, Oliver Schacht, Sven Klaassen, Johannes Oberpriller, Martin Spindler
https://arxiv.org/abs/2508.15692

Citation mentions

Cited references

Sections

11,930

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	Jinyong Hahn and Petra Todd and Wilbert Van der Kl...	2001	5	3	8.5	0.078	1.000	100%
2	Cattaneo, Matias D. and Idrobo, Nicolas and Titiun...	2019	4	4	5.5	0.062	0.928	100%
3	Imbens, Guido W. and Lemieux, Thomas	2008	3	3	3.5	0.047	0.843	100%
4	Calvo, Eduard and Cui, Ruomeng and Serpa, Juan Cam...		2	2	1.5	0.031	0.644	100%
5	Lee, David S.	2008	2	2	3.0	0.031	0.644	100%
6	Angrist, J. D. and Lavy, V.	1999	2	2	1.5	0.031	0.644	100%
7	Lee, David S and Lemieux, Thomas	2010	2	2	1.5	0.031	0.644	100%
8	John P. Papay and John B. Willett and Richard J. M...	2011	2	2	1.5	0.031	0.644	100%
9	Reardon, Sean F. and Robinson, Joseph P.	2012	2	2	1.5	0.031	0.644	100%
10	Wong, Vivian C and Steiner, Peter M and Cook, Thom...	2013	2	2	1.5	0.031	0.644	100%
11	Porter, Kristin E and Reardon, Sean F and Unlu, Fa...	2017	2	2	1.5	0.031	0.644	100%
12	Keele, Luke J and Titiunik, Rocio	2015	2	2	1.5	0.031	0.644	100%
13	Claudia Noack and Tomasz Olma and Christoph Rothe	2024	2	2	1.5	0.031	0.644	100%
14	Imbens, Guido W. and Angrist, Joshua D.	1994	2	1	4.0	0.031	0.511	100%
15	Hartmann, Wesley and Nair, Harikesh S. and Narayan...	2011	1	1	1.0	0.016	0.406	100%
16	Card, David and Lee, David S. and Pei, Zhuan and W...	2015	1	1	1.0	0.016	0.406	100%
17	Flammer, Caroline	2015	1	1	1.0	0.016	0.406	100%
18	Rubin, Donald B.	1974	1	1	1.0	0.016	0.406	100%
19	Austin, Peter C		1	1	1.0	0.016	0.406	100%
20	Sabaei, Davood and Erkoyuncu, John and Roy, Rajkum...		1	1	1.0	0.016	0.406	100%
21	An, Lily and Branson, Zach and Miratrix, Luke	2024	1	1	1.0	0.016	0.406	100%
22			1	1	0.5	0.016	0.406	100%
23	Black, S E		1	1	0.5	0.016	0.406	100%
24	Calonico, Sebastian and Cattaneo, Matias D and Tit...		1	1	0.5	0.016	0.406	100%
25	Calonico, Sebastian and Cattaneo, Matias D. and Fa...	2019	1	1	0.5	0.016	0.406	100%
26	Calonico, Sebastian and Cattaneo, Matias D and Far...	2019	1	1	0.5	0.016	0.406	100%
27	Kreiss, Alexander and Rothe, Christoph	2022	1	1	0.5	0.016	0.406	100%
28	Arai, Yoichi and Otsu, Taisuke and Seo, Myung Hwan	2025	1	1	0.5	0.016	0.406	100%
29	Choi, Jin-young and Lee, Myoung-jae	2018	1	1	0.5	0.016	0.406	100%
30			1	1	0.5	0.016	0.406	100%
31	Choi, Jin-young and Lee, Myoung-jae	2023	1	1	0.5	0.016	0.406	100%
32	Imbens, Guido and Wager, Stefan	2019	1	1	0.5	0.016	0.406	100%
33	Yiqi Liu and Yuan Qi	2024	1	1	0.5	0.016	0.406	100%
34	Masayuki Sawada and Takuya Ishihara and Daisuke Ku...	2025	1	1	0.5	0.016	0.406	100%
35	Matias D. Cattaneo and Rocio Titiunik and Ruiqi Ra...	2025	1	1	0.5	0.016	0.406	100%
36	H\"u	2021	1	1	0.5	0.016	0.406	100%
37	Ho, Teck-Hua and Lim, Noah and Reza, Sadat and Xia...	2017	1	1	0.5	0.016	0.406	100%
38	Mithas, Sunil and Chen, Yanzhen and Lin, Yatang an...	2022	1	1	0.5	0.016	0.406	100%
39	Leung, Woon Sau and Li, Jing and Sun, Jiong	2020	1	1	0.5	0.016	0.406	100%
40	Hu, Kejia and Chopra, Sunil and Chen, Yuche	2021	1	1	0.5	0.016	0.406	100%
41	Donald B. Rubin	2005	1	1	2.0	0.016	0.406	100%
42	Victor Chernozhukov and Christian Hansen and Natha... (self)	2024	1	1	2.0	0.016	0.406	100%
43	Jaehee Cho and Jun Hyuk Park and Jong Kyu Kim and ...	2017	1	1	2.0	0.016	0.406	100%
44	Philipp Schwarz and Oliver Schacht and Sven Klaass... (self)	2024	1	1	2.0	0.016	0.406	100%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

Jinyong Hahn and Petra Todd and Wilbert Van der Kl...

2001

8.5

0.078

1.000

100%

Cattaneo, Matias D. and Idrobo, Nicolas and Titiun...

2019

5.5

0.062

0.928

100%

Imbens, Guido W. and Lemieux, Thomas

2008

3.5

0.047

0.843

100%

Calvo, Eduard and Cui, Ruomeng and Serpa, Juan Cam...

1.5

0.031

0.644

100%

Lee, David S.

2008

3.0

0.031

0.644

100%

Angrist, J. D. and Lavy, V.

1999

1.5

0.031

0.644

100%

Lee, David S and Lemieux, Thomas

2010

1.5

0.031

0.644

100%

John P. Papay and John B. Willett and Richard J. M...

2011

1.5

0.031

0.644

100%

Reardon, Sean F. and Robinson, Joseph P.

2012

1.5

0.031

0.644

100%

Wong, Vivian C and Steiner, Peter M and Cook, Thom...

2013

1.5

0.031

0.644

100%

Porter, Kristin E and Reardon, Sean F and Unlu, Fa...

2017

1.5

0.031

0.644

100%

Keele, Luke J and Titiunik, Rocio

2015

1.5

0.031

0.644

100%

Claudia Noack and Tomasz Olma and Christoph Rothe

2024

1.5

0.031

0.644

100%

Imbens, Guido W. and Angrist, Joshua D.

1994

4.0

0.031

0.511

100%

Hartmann, Wesley and Nair, Harikesh S. and Narayan...

2011

1.0

0.016

0.406

100%

Card, David and Lee, David S. and Pei, Zhuan and W...

2015

1.0

0.016

0.406

100%

Flammer, Caroline

2015

1.0

0.016

0.406

100%

Rubin, Donald B.

1974

1.0

0.016

0.406

100%

Austin, Peter C

1.0

0.016

0.406

100%

Sabaei, Davood and Erkoyuncu, John and Roy, Rajkum...

1.0

0.016

0.406

100%

An, Lily and Branson, Zach and Miratrix, Luke

2024

1.0

0.016

0.406

100%

0.5

0.016

0.406

100%

Black, S E

0.5

0.016

0.406

100%

Calonico, Sebastian and Cattaneo, Matias D and Tit...

0.5

0.016

0.406

100%

Calonico, Sebastian and Cattaneo, Matias D. and Fa...

2019

0.5

0.016

0.406

100%

Calonico, Sebastian and Cattaneo, Matias D and Far...

2019

0.5

0.016

0.406

100%

Kreiss, Alexander and Rothe, Christoph

2022

0.5

0.016

0.406

100%

Arai, Yoichi and Otsu, Taisuke and Seo, Myung Hwan

2025

0.5

0.016

0.406

100%

Choi, Jin-young and Lee, Myoung-jae

2018

0.5

0.016

0.406

100%

0.5

0.016

0.406

100%

Choi, Jin-young and Lee, Myoung-jae

2023

0.5

0.016

0.406

100%

Imbens, Guido and Wager, Stefan

2019

0.5

0.016

0.406

100%

Yiqi Liu and Yuan Qi

2024

0.5

0.016

0.406

100%

Masayuki Sawada and Takuya Ishihara and Daisuke Ku...

2025

0.5

0.016

0.406

100%

Matias D. Cattaneo and Rocio Titiunik and Ruiqi Ra...

2025

0.5

0.016

0.406

100%

H\"u

2021

0.5

0.016

0.406

100%

Ho, Teck-Hua and Lim, Noah and Reza, Sadat and Xia...

2017

0.5

0.016

0.406

100%

Mithas, Sunil and Chen, Yanzhen and Lin, Yatang an...

2022

0.5

0.016

0.406

100%

Leung, Woon Sau and Li, Jing and Sun, Jiong

2020

0.5

0.016

0.406

100%

Hu, Kejia and Chopra, Sunil and Chen, Yuche

2021

0.5

0.016

0.406

100%

Donald B. Rubin

2005

2.0

0.016

0.406

100%

Victor Chernozhukov and Christian Hansen and Natha... (self)

2024

2.0

0.016

0.406

100%

Jaehee Cho and Jun Hyuk Park and Jong Kyu Kim and ...

2017

2.0

0.016

0.406

100%

Philipp Schwarz and Oliver Schacht and Sven Klaass... (self)

2024

2.0

0.016

0.406

100%

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.