Stan Oklobdzija
Biographic Data
| ID | 309748 |
|---|---|
| NAME | Stan Oklobdzija |
| GIVEN NAMES | Stan |
| FAMILY NAME | Oklobdzija |
| SIGNATURE | OKLOBDZIJA S |
| AFFILIATIONS | University of California San Diego |
| ORCID | 0000-0002-8082-5824 |
| VERIFIED | Yes |
| TOTAL WORKS | 7 |
| TOTAL CITATIONS | 37 |
| AUTHOR COUNT | 7 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2017 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 4 |
The Folk Economics of Housing
Why is housing supply so severely restricted in US cities and suburbs? Urban economists offer two primary hypotheses: homeowner self-interest and political fragmentation. Homeowners, who outnumber and have organizational advantages over renters, are said to lobby against development to protect their property values. The fragmentation hypothesis emphasizes that development's negative externalities are borne locally while most of the benefits accru…
Dark Parties
Since 2010, independent expenditures have grown as a source of spending in American elections. A large and growing portion comes from "dark money" groups-political nonprofits whose terms of incorporation allow them to partially obscure their sources of income. I develop a new dataset of about 2,350,000 tax documents released by the IRS and use it to test a new theory of political spending. I posit that pathways for anonymous giving allowed intere…
Do Male and Female Legislators Have Different Twitter Communication Styles
Communication is a fundamental step in the process of political representation, and an influential stream of research hypothesizes that male and female politicians talk to their constituents in very different ways. To build the broad dataset necessary for this analysis, we harness the massive trove of communication by American politicians through Twitter. We adopt a supervised learning approach that begins with the hand coding of over 10,000 twee…
When campaigns call, who answers? Using observational data to enrich our understanding of phone mobilization
Diagnosing Gender Bias in Image Recognition Systems
Image recognition systems offer the promise to learn from images at scale without requiring expert knowledge. However, past research suggests that machine learning systems often produce biased output. In this article, we evaluate potential gender biases of commercial image recognition platforms using photographs of U.S. members of Congress and a large number of Twitter images posted by these politicians. Our crowdsourced validation shows that com…
Public positions, private giving
Dark money—campaign funds raised by 501(c)(4) designated non-profit corporations whose donors are exempt from disclosure—has become an increasingly large fraction of outside spending in American elections at both the state and the federal level. This paper makes use of the only publicly available donor list for a dark money group in existence today—that of “Americans for Job Security,” who contributed $11 million to two conservative-leaning ballo…
Closing Down and Cashing In
Can politically polarizing events bear dividends for extremist lawmakers? Evidence from California legislative financial disclosures suggests they can. During the state's numerous budget shutdowns of the last 30 years, extremist legislators outside their party median could expect greater fund-raising hauls than their more centrist counterparts. The results suggest that polarizing events such as California's perennial budget impasses can make extr…
Diagnosing Gender Bias in Image Recognition Systems
Image recognition systems offer the promise to learn from images at scale without requiring expert knowledge. However, past research suggests that machine learning systems often produce biased output. In this article, we evaluate potential gender biases of commercial image recognition platforms using photographs of U.S. members of Congress and a large number of Twitter images posted by these politicians. Our crowdsourced validation shows that com…
Do Male and Female Legislators Have Different Twitter Communication Styles
Communication is a fundamental step in the process of political representation, and an influential stream of research hypothesizes that male and female politicians talk to their constituents in very different ways. To build the broad dataset necessary for this analysis, we harness the massive trove of communication by American politicians through Twitter. We adopt a supervised learning approach that begins with the hand coding of over 10,000 twee…
Public positions, private giving
Dark money—campaign funds raised by 501(c)(4) designated non-profit corporations whose donors are exempt from disclosure—has become an increasingly large fraction of outside spending in American elections at both the state and the federal level. This paper makes use of the only publicly available donor list for a dark money group in existence today—that of “Americans for Job Security,” who contributed $11 million to two conservative-leaning ballo…
Closing Down and Cashing In
Can politically polarizing events bear dividends for extremist lawmakers? Evidence from California legislative financial disclosures suggests they can. During the state's numerous budget shutdowns of the last 30 years, extremist legislators outside their party median could expect greater fund-raising hauls than their more centrist counterparts. The results suggest that polarizing events such as California's perennial budget impasses can make extr…
Dark Parties
Since 2010, independent expenditures have grown as a source of spending in American elections. A large and growing portion comes from "dark money" groups-political nonprofits whose terms of incorporation allow them to partially obscure their sources of income. I develop a new dataset of about 2,350,000 tax documents released by the IRS and use it to test a new theory of political spending. I posit that pathways for anonymous giving allowed intere…
When campaigns call, who answers? Using observational data to enrich our understanding of phone mobilization
The Folk Economics of Housing
Why is housing supply so severely restricted in US cities and suburbs? Urban economists offer two primary hypotheses: homeowner self-interest and political fragmentation. Homeowners, who outnumber and have organizational advantages over renters, are said to lobby against development to protect their property values. The fragmentation hypothesis emphasizes that development's negative externalities are borne locally while most of the benefits accru…
Closing Down and Cashing In
Can politically polarizing events bear dividends for extremist lawmakers? Evidence from California legislative financial disclosures suggests they can. During the state's numerous budget shutdowns of the last 30 years, extremist legislators outside their party median could expect greater fund-raising hauls than their more centrist counterparts. The results suggest that polarizing events such as California's perennial budget impasses can make extr…
Public positions, private giving
Dark money—campaign funds raised by 501(c)(4) designated non-profit corporations whose donors are exempt from disclosure—has become an increasingly large fraction of outside spending in American elections at both the state and the federal level. This paper makes use of the only publicly available donor list for a dark money group in existence today—that of “Americans for Job Security,” who contributed $11 million to two conservative-leaning ballo…
When campaigns call, who answers? Using observational data to enrich our understanding of phone mobilization
Diagnosing Gender Bias in Image Recognition Systems
Image recognition systems offer the promise to learn from images at scale without requiring expert knowledge. However, past research suggests that machine learning systems often produce biased output. In this article, we evaluate potential gender biases of commercial image recognition platforms using photographs of U.S. members of Congress and a large number of Twitter images posted by these politicians. Our crowdsourced validation shows that com…
Do Male and Female Legislators Have Different Twitter Communication Styles
Communication is a fundamental step in the process of political representation, and an influential stream of research hypothesizes that male and female politicians talk to their constituents in very different ways. To build the broad dataset necessary for this analysis, we harness the massive trove of communication by American politicians through Twitter. We adopt a supervised learning approach that begins with the hand coding of over 10,000 twee…
Dark Parties
Since 2010, independent expenditures have grown as a source of spending in American elections. A large and growing portion comes from "dark money" groups-political nonprofits whose terms of incorporation allow them to partially obscure their sources of income. I develop a new dataset of about 2,350,000 tax documents released by the IRS and use it to test a new theory of political spending. I posit that pathways for anonymous giving allowed intere…
The Folk Economics of Housing
Why is housing supply so severely restricted in US cities and suburbs? Urban economists offer two primary hypotheses: homeowner self-interest and political fragmentation. Homeowners, who outnumber and have organizational advantages over renters, are said to lobby against development to protect their property values. The fragmentation hypothesis emphasizes that development's negative externalities are borne locally while most of the benefits accru…
Electoral Systems and Political Participation (5 works) · Law (5 works) · Law (5 works) · Political science (5 works) · Politics (4 works) · Economics (3 works) · Gender Politics and Representation (3 works) · Political economy (3 works) · Political Influence and Corporate Strategies (3 works) · Social Media and Politics (3 works)