Beatriz Silva da Costa

Beatriz Silva da Costa

Ph.D. candidate, University of Virginia
Predoctoral Fellow, Georgetown University (2025–26)

On the 2026–2027 Academic Job Market

Oi!

I am a Ph.D. candidate in the Department of Politics at the University of Virginia and a Predoctoral Fellow at the School of Foreign Service and Department of Government, Georgetown University. In the spring of 2025, I was a Visiting Researcher at the Getulio Vargas Foundation's São Paulo School of Business Administration (FGV EAESP).

I am a scholar of comparative politics interested in how political institutions — bureaucracies, accountability bodies, electoral rules, and local governments — shape the distribution of public resources, and in how elites and criminal organizations capture those institutions to entrench economic and political inequality. In my dissertation, I ask a single question across its three essays: when does public power serve citizens, and when is it turned to private advantage? I pursue it most closely in public procurement — the spending through which governments buy the goods, services, and infrastructure that policy runs on, and where money, bureaucracy, and organized crime meet. I bridge quantitative and qualitative methods — causal inference, computational text analysis, and machine learning alongside fieldwork and interviews — working primarily with large-scale administrative data from Brazil.

My work has appeared in Revista E-Legis and the Journal of the General Comptroller of the Union, as well as in edited volumes on democracy and anti-corruption policy. My research has been supported by the Carl Menger Fellowship at the Mercatus Center, the Bankard Fund for Political Economy at UVA, the Institute for Humane Studies, the UVA Center for Global Inquiry & Innovation, the Quandt Fund for International Research, the UVA Quantitative Collaborative, the Lemann Foundation, and the Brazilian National Council for Scientific and Technological Development (CNPq).

Substantive
Political economy of development, corruption, organized crime, illicit economy, welfare provision, accountability, distributive politics.
Methodological
Causal inference, computational text analysis, machine learning, interviews.

Research & Publications

Peer-Reviewed Articles

Published

CGU's Institutional Designs between 2001 and 2016

Silva da Costa, B. & Silame, T. · Revista E-Legis 15.37 (2022) · Portuguese
Abstract

This article is part of the field of political control studies in the context of coalition presidentialism and the delegation of powers within the federal intra-executive scope in Brazil. Guided by the question, “What were the CGU’s administrative designs between 2001 and 2016?”, the article intends to explore the changes in the administrative designs of the agency in order to verify possible interferences in the degree of discretion and autonomy. Using the analytical model of agency design proposed by Lewis (2013), the main findings of the article point to the strengthening of the CGU in the two mandates of FHC (PSDB) and in the mandates of Lula and Dilma, both PT, and a possible weakening of the organ during the government of Michel Temer (PMDB). However, the findings do not allow definitive conclusions in this regard.

CorruptionBureaucracyBrazil
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Published

System of Internal Control of the Federal Executive Power: Change and Political Agents in the Constituent National Assembly of 1987

Silva da Costa, B. · Journal of the General Comptroller of the Union 12.22 (2019) · Portuguese
Abstract

As a very popular topic in the Public Administration literature, many studies have been published about internal control, but mostly from a perspective of public management or accounting. The trajectory of this phenomenon dates to the beginning of the twentieth century and enters the 21st century. However, the 1987 National Constituent Assembly marked the beginning of the reformulation of the internal control system of the Federal Executive Power in Brazil in a democratic context. This article analyzes what were the institutional changes in the internal control system of the Brazilian Federal Executive between the Constitution of 1967 and 1988. Using the theory of institutional changes, this article intends to contribute to the literature of Social Sciences and Political Science on the types of changes that occurred, the types of political agents involved in such changes, as well as interpret the influence of the political context at the time on the results promulgated with the Brazilian Federal Constitution of 1988.

CorruptionHistoricalBrazil
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Book Chapters

Published

Global Trends: Erosion of Democracy and New Forms of Corruption

Silva da Costa, B. · In Democracy and Anti-Corruption Public Policies, ed. Carlos, L. G., France, G. & Medeiros, K. P., pp. 7–20 (2023) · Portuguese
CorruptionDemocracy
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Dissertation Essays

★ Job Market Paper

Politics and Markets: Campaign Finance Reform and Favoritism in Public Procurement

Silva da Costa, B.
Abstract

Under which conditions do campaign finance reforms level the playing field in public procurement? I argue that a corporate donation ban's disruptive force depends on three conditions: pre-ban market concentration, political continuity, and the personal networks linking firm shareholders to politicians. Testing this with Brazil's 2015 ban and a firm-level panel of 1.78 million bidder–tender observations across 349 municipalities from 2013 to 2024, I find that donor firms lose 0.76 percentage points of procurement market share — a 41% decline relative to their pre-ban mean — while win rates remain unchanged: the ban reshaped market structure through participation, not individual contract steering. Losses are largest in noncompetitive procurement markets under new mayors (−2.2pp) and near zero in competitive procurement markets under reelected incumbents. They fall entirely on donor firms whose shareholders did not personally donate to the new mayor, and a symmetric control-side test finds no offsetting gains — the reform narrowed access rather than redistributing it.

Key findings
  • After Brazil's 2015 corporate-donation ban, donor firms lost about 41% of their share of public contracts.
  • Win rates didn't move — the ban changed who bids, not who wins a given contract.
  • The drop concentrated in thin, non-competitive markets; in competitive markets it barely registered.
  • Losses fell on firms whose owners didn't personally back the new mayor — access narrowed rather than shifting to someone else.
Mechanisms — how the favoritism worked
🏛️
Mayoral, not bureaucratic
The loss concentrates in city-hall procurement, under direct mayoral control; other executive agencies show no significant change.
−1.7%city hall
🚪
Participation, not award
The drop is in competitive tenders, not discretionary ones. A favored donor's presence deterred non-donors from bidding; once the ban removed that signal, they returned.
−0.69%competitive tenders
🤝
Personal, not partisan
Losses appear only where both the mayor and party turned over. Where the same mayor stayed, the donor's edge survived — the tie is to the officeholder, not the party.
−0.93%full turnover
What favoritism costs
≈13%
more paid
Items won by firms that had financed the mayor cost about 13% more relative to the government's own reference price. Municipalities kept a smaller discount whenever the winner was a donor — 5.1% off versus 12.4% for other firms before the ban, and 10.0% versus 19.3% after. Measured across 22.9 million item-level purchases in Minas Gerais.
Takeaways
Donations buy a market, not a contract. The ban cut donor firms' market share but not their win rates: financing bought broad participation and deterred rivals from entering, not individual awards.
Cutting the money isn't enough. Where the same mayor stayed in office, the advantage outlived the ban; it fell only where politics fully turned over. Reform bites when the tie is impersonal.
Results — donor firms' share of public contracts after the ban
Overall effect−0.76% (−41% relative)
Non-competitive markets, new mayor−2.2%
Competitive markets, reelected incumbent≈ 0
Effect on win ratesnone
Where it happened — donor-firm procurement share, Minas Gerais
Pre-ban (2013–16)2016 cycle (2017–20)2020 cycle (2021–24)
Donor-firm procurement share by municipality, Minas Gerais, pre-ban period
pp
52.50−2.5−5
Pre-ban (2013–16) · percentage-point change vs. baseline; grey = no data.
Campaign financeProcurementWelfare provisionSub-nationalLatin America
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Dissertation

Organized Crime and Public Procurement

Silva da Costa, B.
Abstract

Under which conditions does organized crime capture public procurement? I argue that procurement is a side business a criminal organization enters only where it already runs the drug trade — the same operatives, enforcement, and laundering pipeline that make front firms cheap — so capture follows the network's territorial footprint and concentrates where the pool of legitimate bidders is thin; once inside, the organization manufactures competition by quietly owning multiple firms that bid against one another. I test this for São Paulo's Primeiro Comando da Capital (PCC), linking ten administrative and judicial sources across 645 municipalities and 531,464 tenders from 2018 to 2024, with a behavioral layer that flags decoy bidders. Within the 773 tenders a confirmed network firm contested, netting out same-network bids roughly doubles the single-bidder share (from 4.9% to 10.1%; gap 5.2pp, randomization-inference p < 0.001): about half of the network's apparently competitive auctions collapse to a single real bidder once its own front firms are removed. Entry is governed by territorial complementarity — a one-standard-deviation rise in local lethal violence raises the odds of entry by roughly 60%, and proximity to the network's firm hub by roughly 110% — while political dominance shapes only how deeply capture runs. Measures of prior corruption are null at both stages: the network does not go where politics is already dirty, but where it already lives.

Key findings
  • The PCC captures procurement by owning the competitors — it secretly runs multiple front firms that bid against each other, staging a fake contest inside a clean, competitively-bid, audited system, with no violence and no bribed official.
  • Netting out the network's own bids roughly doubles the share of its auctions that collapse to a single real bidder — about half its "competitive" contests had only one genuine firm.
  • Capture follows the network's territory and opportunity space — its sectoral and geographic footprint, and proximity to its Barueri–Osasco firm hub — not where politics is already corrupt. Audits and competition don't stop it.
  • The front firms share a signature: labor, cleaning, and administrative sectors; one or two owners; 95% clustered in the São Paulo metropolitan ring.
Where the network operates — bids by municipality
Choropleth of São Paulo's 645 municipalities shaded by the number of tenders a PCC-network firm bid in; the network concentrates in the São Paulo metropolitan ring and the Santos coast.
Cumulative PCC-network firm bids by municipality, São Paulo, 2018–2024 — concentrated in the metropolitan ring and Santos coast. Grey = none. Source: TCE-SP / AUDESP.
Organized crimeProcurementIllicit economyWelfare provisionSub-nationalLatin America
Dissertation

Political Control and the Costs of Bureaucratic Turnover: Procurement, Expertise, and State Capacity

Silva da Costa, B.
Abstract

When a new minister inherits a bureaucracy, which offices does she replace, and why? I develop a theory of gatekeeper politicization: ministers target the small set of offices — procurement gatekeepers — that convert authorized budgets into contracts and funds, and the intensity of replacement follows two logics, loyalty-monitoring and distributive politics, scaling with the minister's partisan geography and the electoral calendar. I test this across the Brazilian federal administration from 2013 to 2022, combining a monthly personnel register of 959,742 appointed position-months held by 28,441 people across 22 ministries, 231 ministerial transitions, 959,480 discretionary transfers to 5,568 municipalities, and 1.5 million procurement tenders, in a difference-in-differences design that compares procurement to non-procurement positions at the same tier within the same ministry. Senior procurement leadership exits at roughly twice the rate of comparable non-procurement leadership in the twelve months after a ministerial change (+3.1 percentage points, p < 0.001); the effect concentrates on the senior coordinators who decide contract routing and reverses among the operational staff who execute contracts. Targeting intensifies sharply in the twelve months before a municipal election (+7.9 percentage points, p < 0.001) — consistent with ministers installing loyal procurement leadership precisely when the electoral return to controlling contract timing is highest.

Key findings
  • A new minister doesn't reshuffle the whole ministry — she targets the procurement office, the gatekeeper that turns authorized budgets into contracts and funds.
  • Senior procurement leadership exits at roughly twice the rate of comparable non-procurement leaders in the year after a ministerial change (+3.1%). The churn hits the senior coordinators who route contracts — and spares the operational staff who execute them.
  • The targeting sharpens before elections: ministers who take office within a year of a municipal election replace their procurement heads far faster — the senior exit differential climbs to about 33%, versus ~10% otherwise.
  • Built from the full federal personnel record — 959,742 appointed position-months across 22 ministries and 231 ministerial transitions, 2013–2022.
Who gets replaced — exit rates around a ministerial change
Event-study plot: after a ministerial transition, senior procurement leadership (navy) exits faster than comparable non-procurement staff, while operational procurement staff (red) are protected.
Monthly exit differential vs. non-procurement staff around ministerial transitions (2013–2022). Senior heads (navy) turn over faster; operational staff (red) are protected. 95% CIs.
BureaucracyProcurementWelfare provisionSub-nationalLatin America

Working Papers

Working

The Price of Entry: Campaign Spending Caps, Candidate Selection, and Procurement Capture

Silva da Costa, B. (2026)
ElectionsProcurementWelfare provision
Under Review

Local Authoritarianism: Appointed Mayors and Preferences for Democracy in Brazil

Gingerich, D. & Silva da Costa, B. (2026)
Abstract

Does experiencing an interruption of self-governance shape attitudes towards democracy later in life? We examine this by studying targeted authoritarian interventions during Brazil's military government (1964–1985), which replaced popularly elected mayors with appointees in certain municipalities while allowing others to continue electing theirs. Combining more than twenty years of public-opinion data on attitudes towards democracy with spatial variation in the sites of intervention (21,098 individuals across 662 municipalities), we compare individuals who experienced intervention during the key period of political socialization (late childhood to early adulthood) to others in the same municipalities who did not. We find that experiencing an intervention during these impressionable years leads to a small but statistically significant reduction in the valorization of democracy later in life.

DemocracyBrazilSub-nationalLatin America
Working

Political Connections and Corruption in Times of Crises

Silva da Costa, B., Fazekas, M. & Klašnja, M. (2026)
CorruptionCross-nationalWelfare provision

Software

R Package

electionsBR

Retrieves and cleans Brazilian electoral data · electionsbr.com
ElectionsBrazil

Teaching

University of Virginia · Instructor of Record

2024–25

Corruption and Democracy PLCP 2500

5.0 / 5 overall effectiveness Above the department average (4.87) and school average (4.55).
Passion & effectiveness
“Bea is an awesome, effective, and passionate teacher who anyone would be lucky to have. I truly learned a ton in this course.”
Active, varied teaching
“Bea's teaching style, which combines some lecture with small-group discussion, videos, and role-playing scenarios, really made the class time whiz by.”
Writing mentorship
“She clearly cares about her students and went out of her way to provide excellent guidance on how to write good papers.”

Student course evaluations

University of Virginia · Teaching Assistant

2024

Race and Real Estate in the US AAS 3853

Warmth & engagement
“Beatriz was a great instructor, very kind, understanding, and engaging. Big fan.”
Preparation & materials
“The TA clearly put in a lot of effort into the discussion section presentations and content.”
Inclusive discussion
“I appreciated the effort to involve everyone in discussion. My opinions and statements felt valued, which is very important for discussions.”

Student course evaluations

2024

Introduction to Comparative Politics PLCP 1010

Making material accessible
“Beatriz clearly reinterpreted the material we covered in readings and lectures and helped us understand everything holistically.”
Feedback & exam support
“The feedback and support she gave for our performance in exams was very helpful and warmly appreciated.”
Patient & supportive
“I have a great TA (Beatriz), who was very understanding, helpful, and patient with all her students.”

Student course evaluations

2024

Politics of Modernity PLCP 2420

No teaching evaluation — grading role only.

2023

Politics of Developing Areas PLCP 3012

Care for students
“Bea is a fantastic TA who really cares about her students.”
Clarity & synthesis
“Beatriz did a great job summarizing the material at the end of the week, which was very helpful.”
Research-paper mentoring
“She was very helpful when writing our research papers and constantly looked for ways to make us better prepared to write them.”

Student course evaluations

2022–23

Politics & Political Economy of the Welfare State PLCP 3120

4.6 / 5 overall effectiveness Above the department average (4.44) and school average (4.34).
Knowledge & rapport
“She's knowledgeable, receptive, and she's honestly the best TA I've had so far.”
Clarity & organization
“The topics we learned about in class would often be complex and confusing for me, but I always felt like she clarified everything for us in a very organized way.”
Exam & paper prep
“She really tried her best to prepare everyone as well as possible for the midterm and final papers and gave really good feedback.”

Student course evaluations

Full record

Download the full CV for publications, presentations, teaching, and service.

Download CV (PDF)

Through the Lens

In addition to my research, I'm passionate about photography. Follow me at @lifethroughbia on Instagram.

Café sidewalk with green bistro chairs
Baker by wood-fired oven
Musician with traditional drum
Fisherman on rocky shoreline
Sunset over water with pier
Desert landscape with figure in blue

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Or email me directly at bs5vh@virginia.edu.