Citation Analysis – A Guide to Impact Evaluation under Sample Selection and Missing Data: \\ Teacher's Aides and Adolescent Mental Health \blfootnoteWe would like to thank Dalia Ghanem, Michael Knaus, Elena Mattana, Luke Taylor, and the participants of the Copenhagen University Econometrics Seminar, the IAAE 2023, and the DSSG 2023 for valuable comments and discussion that helped to improve the paper. All remaining errors are ours.

Citation Analysis

A Guide to Impact Evaluation under Sample Selection and Missing Data: \\ Teacher's Aides and Adolescent Mental Health \blfootnoteWe would like to thank Dalia Ghanem, Michael Knaus, Elena Mattana, Luke Taylor, and the participants of the Copenhagen University Econometrics Seminar, the IAAE 2023, and the DSSG 2023 for valuable comments and discussion that helped to improve the paper. All remaining errors are ours.
Simon Calmar Andersen, Louise Beuchert, Phillip Heiler, Helena Skyt Nielsen
https://arxiv.org/abs/2308.04963

Citation mentions

Cited references

Sections

16,466

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	Andersen, Simon Calmar and Beuchert, Louise and Ni... (self)	2020	5	5	9.0	0.058	1.000	100%
2	Phillip Heiler (self)	2022	4	3	4.0	0.047	0.928	100%
3	Chernozhukov, Victor and Chetverikov, Denis and De...	2018	4	3	5.0	0.047	0.928	100%
4	Zhang, Junni L and Rubin, Donald B	2003	3	3	4.5	0.035	0.843	100%
5	Lee, David S	2009	3	3	4.5	0.035	0.843	100%
6	Ghanem, Dalia and Hirshleifer, Sarojini and Ortiz-...	2022	3	3	4.5	0.035	0.843	100%
7	Richardson, Thomas S and Robins, James M	2013	4	2	8.0	0.047	0.811	100%
8	Phillip Heiler and Ekaterina Kazak (self)	2021	3	2	6.0	0.035	0.737	100%
9	Altonji, Joseph G. and Matzkin, Rosa L.	2005	2	2	2.5	0.023	0.644	100%
10	Farrell, Max H	2015	2	2	2.5	0.023	0.644	100%
11	James J. Heckman	1979	2	1	1.0	0.023	0.511	100%
12	Hausman, Jerry A and Wise, David A	1979	2	1	1.0	0.023	0.511	100%
13	Heiler, Phillip and Knaus, Michael C (self)	2021	2	1	1.0	0.023	0.511	100%
14	Levy, Ro'ee	2021	1	1	1.0	0.012	0.406	100%
15	Heckman, James J and Pinto, Rodrigo	2022	1	1	1.0	0.012	0.406	100%
16	Rubin, Donald B	2007	1	1	0.5	0.012	0.406	100%
17	Rubin, Donald B	1976	1	1	0.5	0.012	0.406	100%
18	Judea Pearl	1993	1	1	0.5	0.012	0.406	100%
19	Robins, James M and Herna	2004	1	1	0.5	0.012	0.406	100%
20	Newey, Whitney K	1990	1	1	0.5	0.012	0.406	100%
21	Matzkin, Rosa L	2013	1	1	0.5	0.012	0.406	100%
22	Wooldridge, Jeffrey M	2015	1	1	0.5	0.012	0.406	100%
23	Imai, Kosuke	2008	1	1	0.5	0.012	0.406	100%
24	Huber, Martin and Mellace, Giovanni	2015	1	1	0.5	0.012	0.406	100%
25	Semenova, Vira	2020	1	1	0.5	0.012	0.406	100%
26	Chamberlain, Gary	1984	1	1	0.5	0.012	0.406	100%
27	Manski, Charles F	1987	1	1	0.5	0.012	0.406	100%
28	Hirano, Keisuke and Imbens, Guido W and Ridder, Ge...	2001	1	1	0.5	0.012	0.406	100%
29	Arkhangelsky, Dmitry and Imbens, Guido W	2022	1	1	0.5	0.012	0.406	100%
30	Robinson, Peter M	1988	1	1	0.5	0.012	0.406	100%
31	Robins, James M and Rotnitzky, Andrea and Zhao, Lu...	1994	1	1	0.5	0.012	0.406	100%
32	Belloni, Alexandre and Chernozhukov, Victor and Ha...	2014	1	1	0.5	0.012	0.406	100%
33	Lee, Sokbae and Okui, Ryo and Whang, Yoon-Jae	2017	1	1	0.5	0.012	0.406	100%
34	Chernozhukov, Victor and Demirer, Mert and Duflo, ...	2018	1	1	0.5	0.012	0.406	100%
35	Fan, Qingliang and Hsu, Yu-Chin and Lieli, Robert ...	2020	1	1	0.5	0.012	0.406	100%
36	Semenova, Vira and Chernozhukov, Victor	2021	1	1	0.5	0.012	0.406	100%
37	Pearl, Judea	1988	1	1	2.0	0.012	0.406	100%
38	Meek, Christopher	1995	1	1	2.0	0.012	0.406	100%
39	Colangelo, Kyle and Lee, Ying-Ying	2020	1	1	2.0	0.012	0.406	100%
40	Shpitser, Ilya and Pearl, Judea	2009	1	1	2.0	0.012	0.406	100%
41	Heckman, James J and Pinto, Rodrigo	2015	1	1	2.0	0.012	0.406	100%
42	Horowitz, Joel L and Manski, Charles F	2000	1	1	2.0	0.012	0.406	100%
43	Cinelli, Carlos and Forney, Andrew and Pearl, Jude...	2020	1	1	2.0	0.012	0.406	100%
44	Huber, Martin	2012	1	1	2.0	0.012	0.406	100%
45	Chernozhukov, Victor and Ferna	2013	1	1	2.0	0.012	0.406	100%
46	Hahn, Jinyong	1998	1	1	2.0	0.012	0.406	100%
47	Newey, Whitney K	1994	1	1	2.0	0.012	0.406	100%
48	Rosenbaum, Paul R and Rubin, Donald B	1983	1	1	2.0	0.012	0.406	100%
49	Khan, Shakeeb and Tamer, Elie	2010	1	1	2.0	0.012	0.406	100%
50	McKee, Graham and Sims, Katharine RE and Rivkin, S...	2015	1	1	2.0	0.012	0.406	100%
51	Bryant, A. and Guy, J. and CALM Team and Holmes, J...	2020	1	1	2.0	0.012	0.406	100%
52	Fredriksson, Peter and O	2012	1	1	2.0	0.012	0.406	100%
53	Todd, Petra E and Wolpin, Kenneth I	2003	1	1	2.0	0.012	0.406	100%
54	Fredriksson, Peter and O	2016	1	1	2.0	0.012	0.406	100%
55	Schanzenbach, Diane Whitmore	2006	1	1	2.0	0.012	0.406	100%
56	Borgen, Nicolai T and Kirkeb\o	2022	1	1	2.0	0.012	0.406	100%
57	Hans Bonesr\o	2022	1	1	2.0	0.012	0.406	100%
58	Goodman, Robert and Ford, Tamsin and Simmons, Hele...	2000	1	1	2.0	0.012	0.406	100%
59	Kristoffersen, Jannie Helene Gr\o	2015	1	1	2.0	0.012	0.406	100%
60	Andersen, Simon Calmar and Beuchert, Louise and Ni... (self)	2023	1	1	2.0	0.012	0.406	100%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

Andersen, Simon Calmar and Beuchert, Louise and Ni... (self)

2020

9.0

0.058

1.000

100%

Phillip Heiler (self)

2022

4.0

0.047

0.928

100%

Chernozhukov, Victor and Chetverikov, Denis and De...

2018

5.0

0.047

0.928

100%

Zhang, Junni L and Rubin, Donald B

2003

4.5

0.035

0.843

100%

Lee, David S

2009

4.5

0.035

0.843

100%

Ghanem, Dalia and Hirshleifer, Sarojini and Ortiz-...

2022

4.5

0.035

0.843

100%

Richardson, Thomas S and Robins, James M

2013

8.0

0.047

0.811

100%

Phillip Heiler and Ekaterina Kazak (self)

2021

6.0

0.035

0.737

100%

Altonji, Joseph G. and Matzkin, Rosa L.

2005

2.5

0.023

0.644

100%

Farrell, Max H

2015

2.5

0.023

0.644

100%

James J. Heckman

1979

1.0

0.023

0.511

100%

Hausman, Jerry A and Wise, David A

1979

1.0

0.023

0.511

100%

Heiler, Phillip and Knaus, Michael C (self)

2021

1.0

0.023

0.511

100%

Levy, Ro'ee

2021

1.0

0.012

0.406

100%

Heckman, James J and Pinto, Rodrigo

2022

1.0

0.012

0.406

100%

Rubin, Donald B

2007

0.5

0.012

0.406

100%

Rubin, Donald B

1976

0.5

0.012

0.406

100%

Judea Pearl

1993

0.5

0.012

0.406

100%

Robins, James M and Herna

2004

0.5

0.012

0.406

100%

Newey, Whitney K

1990

0.5

0.012

0.406

100%

Matzkin, Rosa L

2013

0.5

0.012

0.406

100%

Wooldridge, Jeffrey M

2015

0.5

0.012

0.406

100%

Imai, Kosuke

2008

0.5

0.012

0.406

100%

Huber, Martin and Mellace, Giovanni

2015

0.5

0.012

0.406

100%

Semenova, Vira

2020

0.5

0.012

0.406

100%

Chamberlain, Gary

1984

0.5

0.012

0.406

100%

Manski, Charles F

1987

0.5

0.012

0.406

100%

Hirano, Keisuke and Imbens, Guido W and Ridder, Ge...

2001

0.5

0.012

0.406

100%

Arkhangelsky, Dmitry and Imbens, Guido W

2022

0.5

0.012

0.406

100%

Robinson, Peter M

1988

0.5

0.012

0.406

100%

Robins, James M and Rotnitzky, Andrea and Zhao, Lu...

1994

0.5

0.012

0.406

100%

Belloni, Alexandre and Chernozhukov, Victor and Ha...

2014

0.5

0.012

0.406

100%

Lee, Sokbae and Okui, Ryo and Whang, Yoon-Jae

2017

0.5

0.012

0.406

100%

Chernozhukov, Victor and Demirer, Mert and Duflo, ...

2018

0.5

0.012

0.406

100%

Fan, Qingliang and Hsu, Yu-Chin and Lieli, Robert ...

2020

0.5

0.012

0.406

100%

Semenova, Vira and Chernozhukov, Victor

2021

0.5

0.012

0.406

100%

Pearl, Judea

1988

2.0

0.012

0.406

100%

Meek, Christopher

1995

2.0

0.012

0.406

100%

Colangelo, Kyle and Lee, Ying-Ying

2020

2.0

0.012

0.406

100%

Shpitser, Ilya and Pearl, Judea

2009

2.0

0.012

0.406

100%

Heckman, James J and Pinto, Rodrigo

2015

2.0

0.012

0.406

100%

Horowitz, Joel L and Manski, Charles F

2000

2.0

0.012

0.406

100%

Cinelli, Carlos and Forney, Andrew and Pearl, Jude...

2020

2.0

0.012

0.406

100%

Huber, Martin

2012

2.0

0.012

0.406

100%

Chernozhukov, Victor and Ferna

2013

2.0

0.012

0.406

100%

Hahn, Jinyong

1998

2.0

0.012

0.406

100%

Newey, Whitney K

1994

2.0

0.012

0.406

100%

Rosenbaum, Paul R and Rubin, Donald B

1983

2.0

0.012

0.406

100%

Khan, Shakeeb and Tamer, Elie

2010

2.0

0.012

0.406

100%

McKee, Graham and Sims, Katharine RE and Rivkin, S...

2015

2.0

0.012

0.406

100%

Bryant, A. and Guy, J. and CALM Team and Holmes, J...

2020

2.0

0.012

0.406

100%

Fredriksson, Peter and O

2012

2.0

0.012

0.406

100%

Todd, Petra E and Wolpin, Kenneth I

2003

2.0

0.012

0.406

100%

Fredriksson, Peter and O

2016

2.0

0.012

0.406

100%

Schanzenbach, Diane Whitmore

2006

2.0

0.012

0.406

100%

Borgen, Nicolai T and Kirkeb\o

2022

2.0

0.012

0.406

100%

Hans Bonesr\o

2022

2.0

0.012

0.406

100%

Goodman, Robert and Ford, Tamsin and Simmons, Hele...

2000

2.0

0.012

0.406

100%

Kristoffersen, Jannie Helene Gr\o

2015

2.0

0.012

0.406

100%

Andersen, Simon Calmar and Beuchert, Louise and Ni... (self)

2023

2.0

0.012

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.