Data Analytics

Overview

Edgeworth Economics applies our deep experience and outstanding capabilities in data extraction, cleaning, validation, and construction on a variety of systems to translate the data complexities our clients face into simplified, actionable solutions.

We provide economic and statistical data consulting to Fortune 500 companies across the globe, both through direct business consulting and in the context of litigation. Our professionals work with corporate leaders and outside counsel to identify fundamental questions that can be answered with the available data to foster strategic growth or minimize potential risks in all aspects of running a business, including sales, finance, and HR.

Data Analytics Business Consulting

Coordinating data across multiple divisions to identify and answer key business questions that reveal areas of growth and reduce exposure is often difficult even for the most successful businesses. Edgeworth has developed rigorous data analytics for businesses and other organizations across a variety of industries, based on an approach that focuses on:

  • Crafting the fundamental business questions that can be answered with your data
  • Understanding how your data reflects the business realities of your firm
  • Extracting, cleaning, and validating data from a variety of systems
  • Developing thoughtful statistical analyses and applying state of the art methodologies to provide rigorous answers
  • Interpreting these statistical analyses—recognizing the strengths and limitations of the approach—to intuitively and effectively provide meaningful, actionable solutions to your underlying business questions

HR Analytics Business Consulting

Edgeworth experts apply their knowledge and experience to help clients efficiently manage complex issues by transforming the often overwhelming volume of HR data into strategic solutions. We work with clients to translate their HR data into meaningful, actionable information to help improve efficiencies and more effectively deploy human capital.

Edgeworth’s experience includes:

  • Assessing and forecasting hiring and attrition trends to assist in workforce planning
  • Helping companies analyze and quantify diversity and inclusion initiatives
  • Quantifying recruitment analytics to measure ROI and shape recruiting strategy
  • Analyzing compensation, hiring, promotion, and termination data for a variety of purposes including retention risk
  • Building analyses to properly respond to EEOC investigations or OFCCP audits
  • Measuring the impact of organizational realignments on the workforce
  • Assessing wage and hours claims under FLSA or state laws

Data Analytics in Litigation and Compliance

Edgeworth data experts identify, assess, and build transactional databases for clients involved in litigation, arbitration, and regulatory compliance matters. We have extensive experience and expertise working with a variety of systems, including decommissioned mainframes, legacy systems, SAP, and Oracle.

Our experts easily guide clients through the process of constructing large databases for the purposes of litigation or regulatory compliance. We begin by developing a preliminary data management plan, then go through the steps of identifying all potential data that may be required in the litigation, including:

  • The kinds of information needed
  • The time period over which information is available
  • The systems such information is stored in
  • Possible interviews of IT personnel
  • Extraction of data from multiple systems
  • Validation of data
  • Standardization of data, for instance, across multiple databases or companies


Case Highlights

Case Highlights

Insights & News

Publications

  • Published Article, GCR Data and Antitrust Guide | 05.20.2024

    Edgeworth experts Matt Milner, Sophie Meadows, Ashley Zhou, and Monica Zhong highlight the importance of economic analysis in assessing competitive harm in data-focused industries in the Global Competition Review Data and Antitrust Guide.

  • Published Article, 05.03.2023

    According to a report from the Brookings Institution, 88 percent of gunshot incidents go unreported to police.[1] The ShotSpotter system is an acoustic gunshot detection service from SoundThinking that detects, locates, and alerts police to gunfire, including those incidents that otherwise would have gone unreported. ShotSpotter enables law enforcement agencies to provide a precise and rapid response to detected incidents.

  • Book, Bibliomotion  | 04.12.2016

    In this book, Dr. John Johnson applies his deep experience as an expert economist and statistician—his rigorous analyses and cogent explanations—to real-world examples of misinterpreted data, enabling readers to become smarter consumers of the data they encounter every day.

  • Law360 | 09.25.2015

    Mr. Michael Kheyfets, Dr. Deborah Foster and Dr. Nathan Woods discuss the 10 questions you should ask your experts who are working with your sensitive data. 

  • Law360 | 07.17.2015

    Dr. Stephen Bronars and Chuck Fields, along with Christopher Craig of O’Melveny & Myers, co-authored the article in Law360.

  • Edgeworth Economics | 08.08.2012

    Dr. Jesse David completed analysis of comprehensive concussion and injury data for the 2011 NFL season, along with comparisons to prior seasons going back to 2004.

  • Law360  | 06.25.2010

    Matthew Milner opined on the reliability of structured data in litigation, writing “Structured data is frequently the foundation of expert analysis in litigation for a variety of damages and liability issues."

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