Markus Frölich

3.1k total citations
94 papers, 1.7k citations indexed

About

Markus Frölich is a scholar working on Statistics and Probability, Economics and Econometrics and Sociology and Political Science. According to data from OpenAlex, Markus Frölich has authored 94 papers receiving a total of 1.7k indexed citations (citations by other indexed papers that have themselves been cited), including 49 papers in Statistics and Probability, 41 papers in Economics and Econometrics and 16 papers in Sociology and Political Science. Recurrent topics in Markus Frölich's work include Advanced Causal Inference Techniques (47 papers), Statistical Methods and Inference (24 papers) and Labor market dynamics and wage inequality (14 papers). Markus Frölich is often cited by papers focused on Advanced Causal Inference Techniques (47 papers), Statistical Methods and Inference (24 papers) and Labor market dynamics and wage inequality (14 papers). Markus Frölich collaborates with scholars based in Germany, Switzerland and United States. Markus Frölich's co-authors include Blaise Melly, Michael Lechner, Martin Huber, Stefanie Behncke, Brigham Frandsen, Björn Vollan, Andreas Landmann, Katharina Michaelowa, Sebastian Prediger and Almas Heshmati and has published in prestigious journals such as Journal of the American Statistical Association, The Economic Journal and Ecological Economics.

In The Last Decade

Markus Frölich

84 papers receiving 1.6k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Markus Frölich Germany	20	769	639	305	261	218	94	1.7k
Jason Abrevaya United States	22	737 1.0×	505 0.8×	307 1.0×	176 0.7×	74 0.3×	50	1.9k
Blaise Melly Switzerland	15	839 1.1×	264 0.4×	263 0.9×	228 0.9×	69 0.3×	28	1.3k
Kaushik Kalyanaraman India	3	594 0.8×	196 0.3×	292 1.0×	122 0.5×	214 1.0×	7	1.5k
James Heckman United States	4	465 0.6×	207 0.3×	241 0.8×	127 0.5×	146 0.7×	6	1.0k
Salvador Navarro United States	15	738 1.0×	263 0.4×	304 1.0×	118 0.5×	159 0.7×	27	1.4k
Sérgio Firpo Brazil	14	1.6k 2.1×	359 0.6×	818 2.7×	558 2.1×	211 1.0×	58	2.8k
Patrick A. Puhani Germany	18	959 1.2×	123 0.2×	589 1.9×	328 1.3×	351 1.6×	72	1.9k
Matías Busso United States	17	848 1.1×	130 0.2×	291 1.0×	113 0.4×	130 0.6×	51	1.4k
Justin McCrary United States	19	767 1.0×	180 0.3×	1.3k 4.2×	258 1.0×	130 0.6×	53	2.5k
J. S. Butler United States	25	760 1.0×	97 0.2×	430 1.4×	462 1.8×	205 0.9×	88	1.9k

Countries citing papers authored by Markus Frölich

Since Specialization

Citations

This map shows the geographic impact of Markus Frölich's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Markus Frölich with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Markus Frölich more than expected).

Fields of papers citing papers by Markus Frölich

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Markus Frölich. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Markus Frölich. The network helps show where Markus Frölich may publish in the future.

Co-authorship network of co-authors of Markus Frölich

This figure shows the co-authorship network connecting the top 25 collaborators of Markus Frölich. A scholar is included among the top collaborators of Markus Frölich based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Markus Frölich. Markus Frölich is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Puri, Jyotsna, et al.. (2026). Scale, Depth and Duration: Examples of Transformational Change in the Energy and Public Health Sectors. European Journal of Development Research.

Frölich, Markus, et al.. (2025). Cost and Benefits of Climate Change Adaptation Policies: Evidence from an RCT and Extreme Flooding in Pakistan. Journal of the European Economic Association. 23(5). 1950–2002.

Frölich, Markus, et al.. (2021). Knowledge and Adoption of Complex Agricultural Technologies: Evidence from an Extension Experiment. The World Bank Economic Review. 36(1). 68–90. 17 indexed citations

Frölich, Markus, et al.. (2021). Knowledge and Adoption of Complex Agricultural Technologies: Evidence from an Extension Experiment. The World Bank Open Knowledge Repository (World Bank). 1 indexed citations

Frölich, Markus, et al.. (2017). School Meals and Educational Outcomes in Rural Ethiopia. The Journal of Development Studies. 55(8). 1741–1756. 10 indexed citations

Frölich, Markus, Martin Huber, & Manuel Wiesenfarth. (2017). The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation. Computational Statistics & Data Analysis. 115. 91–102. 22 indexed citations

Landmann, Andreas & Markus Frölich. (2014). Can health-insurance help prevent child labor? An impact evaluation from Pakistan. Journal of Health Economics. 39. 51–59. 30 indexed citations

Frölich, Markus & Michael Lechner. (2014). Combining Matching and Nonparametric Instrumental Variable Estimation: Theory and An Application to the Evaluation of Active Labour Market Policies. Journal of Applied Econometrics. 30(5). 718–738. 5 indexed citations

Edmark, Karin, et al.. (2013). The Short- and Long-term Effects of School Choice on Student Outcomes — Evidence from a School Choice Reform in Sweden. Annals of Economics and Statistics. 71–71. 10 indexed citations

10.

Frölich, Markus & Blaise Melly. (2013). Unconditional Quantile Treatment Effects Under Endogeneity. Journal of Business and Economic Statistics. 31(3). 346–357. 139 indexed citations

11.

Edmark, Karin, et al.. (2013). The Short- and Long-Term Effects of School Choice on Student Outcomes - Evidence from a School Choice Reform in Sweden. SSRN Electronic Journal. 2 indexed citations

12.

Landmann, Andreas, Björn Vollan, & Markus Frölich. (2012). Insurance Versus Savings for the Poor: Why One Should Offer Either Both or None. SSRN Electronic Journal. 3 indexed citations

13.

Frölich, Markus & Katharina Michaelowa. (2010). Peer effects and textbooks in African primary education. Labour Economics. 18(4). 474–486. 10 indexed citations

14.

Frölich, Markus, et al.. (2009). Teacher Shortages, Teacher Contracts and Their Effect on Education in Africa. Journal of the Royal Statistical Society Series A (Statistics in Society). 173(1). 93–116. 29 indexed citations

15.

Frölich, Markus & Blaise Melly. (2008). Quantile treatment effects in the regression discontinuity design. RePEc: Research Papers in Economics. 1 indexed citations

16.

Frölich, Markus. (2008). Parametric and Nonparametric Regression in the Presence of Endogenous Control Variables. International Statistical Review. 76(2). 214–227. 50 indexed citations

17.

Frölich, Markus & Blaise Melly. (2008). Unconditional Quantile Treatment Effects Under Endogeneity. SSRN Electronic Journal. 19 indexed citations

18.

Behncke, Stefanie, Markus Frölich, & Michael Lechner. (2007). Unemployed and Their Caseworkers: Should They Be Friends or Foes?. SSRN Electronic Journal. 1 indexed citations

19.

Frölich, Markus, Stefanie Behncke, & Michael Lechner. (2006). Statistical assistance for programme selection - for a better targeting of active labour market policies in Switzerland. 4(2). 61–68. 6 indexed citations

20.

Frölich, Markus. (2006). A Note on Parametric and Nonparametric Regression in the Presence of Endogenous Control Variables. SSRN Electronic Journal. 4 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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