Regulatory Economics and Market Analysis (REMA)
The mission of Regulatory Economics and Market Analysis (REMA) is to elevate FINRA’s ability to make sound regulatory and policy decisions and foster innovation in regulation through best-in-class research and analysis. Our work focuses on financial markets, market participants, products and services. REMA’s work informs FINRA’s rulemaking and regulatory policy agenda, identifies emerging regulatory risks, develops new methods to identify and measure customer harm and strengthens FINRA’s surveillance, examination and enforcement programs. REMA also monitors, assesses and reports on emerging market developments, including technologies impacting financial innovation for member firms and their investors.
Office of the Chief Economist (OCE)
OCE conducts research and analysis in support of FINRA’s rulemaking and policy agendas. OCE works closely with the Office of General Counsel (OGC) and other departments in assessing the economic implications of FINRA’s regulatory policies and programs. The Office also works collaboratively with FINRA’s Regulatory Operations (“RegOps”) teams to provide data, statistical and economic analyses to identify and estimate investor harm from rule violations, as well as identify and measure operational efficiencies in RegOps processes.
- OCE works to achieve its objectives through a variety of activities.
- OCE gathers and analyzes data, develops new analytical approaches and methods and conducts research on registered persons, securities firms and the markets in which they operate to better understand the impacts of FINRA’s regulation.
- OCE cultivates relationships with researchers and other experts in academia and industry to enhance FINRA’s foundational knowledge. These collaborations may lead to special studies and reports, along with supporting the work of the Office.
- OCE works closely with OGC on FINRA’s retrospective rule review program.
OCE work product can be found in Regulatory Notices, surveys and in publications, including the Industry Snapshot, white papers and research working papers in academic and practitioner journals.
Office of Financial Innovation (OFI)
The Office of Financial Innovation (OFI) assists FINRA in identifying emerging trends in the securities industry – including financial technology-related developments – and understanding how they impact investors, markets and FINRA’s regulatory programs.
OFI carries out its work through the activities of three teams. The Financial Innovation team collaborates with groups across FINRA to promote engagement with the industry, regulators, investors and other stakeholders on matters involving significant financial innovation. The Emerging Trends team collects, analyzes and disseminates information related to emerging risks and trends that may affect FINRA and its regulatory programs. Finally, the Blockchain Lab team serves as an incubator for blockchain technology-related regulatory initiatives. In addition, the Blockchain Lab helps build or source technology solutions to facilitate oversight of blockchain-related activities and serves as a resource for expertise on blockchain technology.
REMA Key External Work Products
Industry Snapshot
FINRA regulates a critical part of the securities industry – member brokerage firms doing business in the United States. To increase public awareness and understanding about the broad range of FINRA-registered firms and individuals, FINRA publishes an annual snapshot of some of the key data we collect in the course of our work. REMA leads a cross-FINRA team to design, develop and create the annual Industry Snapshot.
The FINRA Industry Snapshot provides a high-level overview of FINRA membership, ranging from the number of FINRA-registered individuals to the overall revenues of firms, and from trading activity to how firms market their products and services. All of the data are reported in aggregate to respect the confidentiality of regulatory information.
Research Notes
Publications
- Transaction fees: Impact on institutional order types, commissions, and execution quality, Shawn M. O’Donoghue, Journal of Financial Markets, 60, 1–25 (09/2022)
- Institutional Order Handling and Broker-Affiliated Trading Venues Amber Anand, Mehrdad Samadi, Jonathan Sokobin, Kumar Venkataraman, Review of Financial Studies, Volume 34, Issue 7 (01/2021)
- Shorting in Broad Daylight: Short Sales and Venue Choice, Adam V. Reed, Mehrdad Samadi and Jonathan Sokobin, Journal of Financial and Quantitative Analysis, Volume 55, Issue 7, pp. 2246-2269 (11/2020)
- Alternative Trading Systems in the Corporate Bond Market, Matthew Kozora, Bruce Mizrach, Matthew Peppe, Or Shachar and Jonathan Sokobin, FRB of New York Staff Report No, 938, (08/2020)
- In the Eye of the Beholder: Regulatory versus Industry Risk Perception, Megan Burns, Dror Kenett and Jonathan Sokobin, Journal of Risk Management in Financial Institutions, Volume 13, Number 3, (05/2020)
Working Papers
- Retail Limit Orders (10/07/2024)
- The Selection of Claims in Securities Arbitration for Settlement: A Text-Based Analysis (12/2021)
- The Value of Off-Exchange Data (2021)
- How Lead-Lag Correlations Affect the Intraday Pattern of Collective Stock Dynamics (06/23/2019)
- Do Investors Have Valuable Information About Brokers? (08/2015)
REMA Reports
- Quantum Computing and the Implications for the Securities Industry (2023)
- Cloud Computing (2021)
- Artificial Intelligence (AI) in the Securities Industry (2020)
- Technology Based Innovations for Regulatory Compliance (RegTech) (2018)
- Distributed Ledger Technology: Implications of Blockchain for the Securities Industry (2017)
- Digital Investment Advice (2016)
- Framework Regarding FINRA's Approach to Economic Impact Assessment for Proposed Rulemaking (2016)
Media
Press Releases
- FINRA Publishes 2024 Industry Snapshot (07/18/24)
- New Members Appointed to FINRA Foundation Board; Jonathan Sokobin Named Chair (02/12/24)
- Quantum Computing Has Potential to Reshape Securities Industry, New FINRA Report Says (10/30/23)
- FINRA Promotes Jonathan Sokobin to Executive Vice President and Head of the New Office of Regulatory Economics and Market Analysis (12/01/22)
- FINRA Launches Machine-Readable Rulebook Initiative (10/21/22)
- FINRA Forms Office of Financial Innovation, Announces Haimera Workie as Head (02/24/19)
- FINRA Issues Research on Securitized-Asset Liquidity (06/8/17)
- Corporate Bond Liquidity Healthy by Most Measures: FINRA Research (12/10/15)
- FINRA Issues Public Statement, Framework Regarding FINRA's Approach to Economic Impact Assessment for Proposed Rulemaking (09/19/13)
- Jonathan S. Sokobin Named FINRA's Chief Economist (04/30/13)
Blogs
- FINRA’s Remote Inspections Pilot Program Begins (07/24/2024)
- TRACE, Market Research and Policy Making (08/01/2022)
Podcasts
- An Evolving Landscape: Generative AI and Large Language Models in the Financial Industry (05/05/2024)
- FINRA’s Blockchain Lab: Regulation and Innovation For The Future (09/19/2023)
- Enforcement and Economics: Driving Better Case Outcomes Through Collaboration (05/16/2023)
- Introducing REMA: Thinking Differently About Rulemaking, Decision-Making, Innovation and More (02/21/2023)
- A New Tool for Compliance: FINRA’s Machine-Readable Rulebook Initiative (02/07/2023)
- The Journey to the Cloud: Implications for the Securities Industry (08/24/2021)
- AI Virtual Conference: Industry Views on the State of Artificial Intelligence (11/24/2020)
- How FINRA Rules Get Made (11/26/2019)
- The Buildathon: Creating New Technology in Service of Investors (11/12/2019)
- Fintech, Regtech & Suptech: Keeping Up with Industry Innovations (08/14/2018)