SoDa Laboratories Working Paper Series

From Monash University, SoDa Laboratories
SoDa Laboratories, Monash University, Victoria 3800, Australia.
Contact information at EDIRC.
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2025-02: Leveraging Computer Vision and Visual LLMs for Cost-Effective and Consistent Street Food Safety Assessment in Kolkata India: Alexey Chernikov, Klaus Ackermann, Caitlin Brown and Denni Tommasi
2025-01: Spatial Unit Roots in Regressions: A Practitioner's Guide and a Stata Package: Sascha Becker, P. David Boll and Hans-Joachim Voth
2024-07: Tracking Policy-relevant Narratives of Democratic Resilience at Scale: from experts and machines, to AI & the transformer revolution: Simon D Angus
2024-06: Ethnic Proximity and Politics: Evidence from Colonial Resettlement in Malaysia: Chun Chee Kok and Gedeon J. Lim
2024-05: The Political Economy of Socioenvironmental Conflict: Evidence from Peru: David Kreitmeir
2024-04: Echoes of Terrorism: Examining the Effects of Siren Alerts Timing on Voter Preferences in Israel: Luiz Bines, Juliano Assunção and Ricardo Dahis
2024-03: Friends, Key Players and the Adoption and Use of Experience Goods: Rhys Murrian, Paul Raschky and Klaus Ackermann
2024-02: Paired completion: quantifying issue-framing at scale with LLMs: Simon D Angus and Lachlan O'Neill
2024-01: The Heterogeneous Productivity Effects of Generative AI: David H. Kreitmeir and Paul Raschky
2023-02: MiDES: New Data and Facts from Local Procurement and Budget Execution in Brazil: Ricardo Dahis, Bernardo Ricca, Thiago Scot, Nathalia Sales and Lucas Nascimento
2023-01: The Unintended Consequences of Censoring Digital Technology - Evidence from Italy's ChatGPT Ban: David H. Kreitmeir and Paul Raschky
2022-02: Competing for Attention - The Effect of Talk Radio on Elections and Political Polarization in the US: Ashani Amarasinghe and Paul Raschky
2022-01: Predicting Political Ideology from Digital Footprints: Michael Kitchner, Nandini Anantharama, Simon Angus and Paul Raschky
2021-12: Quantitative Discourse Analysis at Scale - AI, NLP and the Transformer Revolution: Lachlan O'Neill, Nandini Anantharama, Wray Buntine and Simon Angus
2021-11: The Political Geography of Cities: Richard Bluhm, Christian Lessmann and Paul Schaudt
2021-10: Manufacturing Revolutions: Industrial Policy and Industrialization in South Korea: Nathaniel Lane
2021-09: Creating Powerful and Interpretable Models with Regression Networks: Lachlan O'Neill, Simon Angus, Satya Borgohain, Nader Chmait and David Dowe
2021-08: Public sentiment in times of terror: Ashani Amarasinghe
2021-07: Communication Barriers and Infant Health: Intergenerational Effects of Randomly Allocating Refugees Across Language Regions: Daniel Auer and Johannes Kunz
2021-06: Mobile phone coverage and violent conflict: Klaus Ackermann, Sefa Awaworyi Churchill and Russell Smyth
2021-05: Predicting Individual Effects in Fixed Effects Panel Probit Models: Johannes Kunz, Kevin Staub and Rainer Winkelmann
2021-04: Freedom of the Press? Catholic Censorship during the Counter-Reformation: Sascha Becker, Francisco Pino and Jordi Vidal-Robert
2021-03: Diverting domestic turmoil: Ashani Amarasinghe
2021-02: Persecution and Escape: Professional Networks and High-Skilled Emigration from Nazi Germany: Sascha Becker, Volker Lindenthal, Sharun Mukand and Fabian Waldinger
2021-01: Jesus Speaks Korean: Christianity and Literacy in Colonial Korea: Sascha Becker and Cheongyeon Won
2020-10: The Value of Names - Civil Society, Information, and Governing Multinationals on the Global Periphery: David Kreitmeir, Nathaniel Lane and Paul Raschky
2020-09: Resource Sharing and Scale Economies in Large Families: Rossella Calvi, Jacob Penglase, Denni Tommasi and Alexander Wolf
2020-08: Top Lights: Bright cities and their contribution to economic development: Richard Bluhm and Melanie Krause
2020-07: Gamblers Learn from Experience: Matthew Olckers and Joshua Blumenstock
2020-06: Connective Financing: Chinese Infrastructure Projects and the Diffusion of Economic Activity in Developing Countries: Richard Bluhm, Axel Dreher, Andreas Fuchs, Bradley C. Parks, Austin M. Strange and Michael J. Tierney
2020-05: Strategic Campaign Communication: Evidence from 30,000 Candidate Manifestos: Caroline Le Pennec
2020-04: Estimating Sleep and Work Hours from Alternative Data by Segmented Functional Classification Analysis, SFCA: Klaus Ackermann, Simon Angus and Paul Raschky
2020-03: Geographic Diversity in Economic Publishing: Simon Angus, Kadir Atalay, Jonathan Newton and David Ubilava
2020-02: Object Recognition for Economic Development from Daytime Satellite Imagery: Klaus Ackermann, Alexey Chernikov, Nandini Anantharama, Miethy Zaman and Paul Raschky
2020-01: Reassessing the Resource Curse using Causal Machine Learning: Roland Hodler, Michael Lechner and Paul Raschky