MORE TO EXPLORE: Data Science and Data Management

ANALYZING THE COSTS AND BENEFITS OF AN URBAN REFORESTATION PROJECT

Client
C40 CITIES CLIMATE LEADERSHIP GROUP
Faculty
Paul Smoke
Team
Jenny Chen, Elizabeth Ogunsanya, Jason Ramel

C40 Cities Climate Leadership Group is a global network of 97 mayors representing member cities that are engaged in low-carbon pathway development in order to confront the climate crisis. The member city of Freetown, Sierra Leone, has initiated the #FreetownTheTreeTown campaign to enhance climate resilience by reforesting parts of its territory with one million trees. Freetown City Council sought to understand the project's sustainability and identify areas for improvement. A Capstone team was tasked with conducting a cost-benefit analysis (CBA) to assess the potential financial, social, economic, and environmental impacts of the campaign. The team reviewed urban reforestation case studies, methodologies for quantifying non-monetary benefits, and carbon trading mechanisms. They also conducted workshops with the client to understand project scope and stakeholder engagements and analyzed program data. The team’s final deliverables consisted of a CBA model, a memorandum detailing outcomes and recommendations, and a presentation to C40 Cities and the campaign project team.

Capstone Year

IMPROVING MONITORING, EVALUATION, AND LEARNING TOOLS FOR LONG-TERM IMPACT ASSESSMENT

Client
UGANDA VILLAGE PROJECT
Faculty
Victoria Donohue
Team
Ruqaiya Barazanji, Constanza Guarino, Marie Steiner

The Uganda Village Project (UVP) is a nonprofit organization that facilitates community health and well-being projects in rural Uganda. Their programming focuses on access to education and preventative services for HIV/AIDS, malaria, reproductive health, water, sanitation, and hygiene. UVP engaged a Capstone team to evaluate its current Monitoring, Evaluation, and Learning (MEL) tools and processes, and provide evidence-based recommendations for improvement. The team conducted a literature review on MEL best practices across various community health development programs. The team used its findings to develop strategies for consolidating existing survey tools, simplifying questionnaire design, and standardizing administrative procedures. The team presented its findings to UVP’s on-site staff and developed a revised survey tool with the aim of collecting analyzable data for long-term outcome and impact measurement.

Capstone Year

FINANCIAL ANALYSIS OF TOTAL JOINT REPLACEMENT TECHNOLOGY

Client
NYU LANGONE ORTHOPEDIC HOSPITAL
Faculty
Rona Affoumado
Team
Izabela Averyt, Olivia Gibson, Albertina Qelaj, Shefali Sood

Surgical technologies at the NYU Langone Orthopedic Hospital continue to evolve and expand, allowing surgeons to have better accuracy and spend less time in the operating room. Robotic-assisted total joint replacement surgery has shown additional benefits, such as faster recovery times and improved patient outcomes and satisfaction. Long-term, these technologies can be cost-saving for a hospital. The Capstone team was tasked with providing a financial analysis of the implementation of robotic technology for total joint and spine surgeries at three client sites: NYU Manhattan, NYU Brooklyn, and NYU Long Island. The team evaluated operating room volume data, reviewed current and upcoming orthopedic technologies, conducted a SWOT analysis, and researched market trends. The team’s final report outlines recommendations to guide technological implementation at NYU Langone hospitals.

Capstone Year

EXPLORING THE CURRENT STATE OF DIVERSITY IN HEALTHCARE

Client
DIVERSITY IN HEALTHCARE
Faculty
Brian David
Team
Jennifer DiPaula, Julia Kaplan, Jordan Laib, Lisibeth Payano

Many healthcare organizations are working to improve their diversity efforts and outcomes, but ensuring that best practices are effective and sustainable has proven difficult. Many healthcare organizations have adopted DEI initiatives, but is this truly leading to a paradigm shift in diversity management? With an aging American demographic and an increasingly diverse population, it is crucial to prioritize culturally competent strategies in cultivating a more equitable system for both patients and practitioners. The team undertook a literature review that outlined the current state of diversity in healthcare in the following categories: care, educational opportunity, cultural competency, executive-level involvement, and best practices. The team recommended making efforts to increase accessibility to healthcare education in minority communities and honoring these communities through appropriate cultural competency.

Capstone Year

OPTIMIZING OPERATIONS BY DIGITIZING DATA

Client
METRO-NORTH RAILROAD
Faculty
Elizabeth Larsen
Team
Michael Fier, Rawan Mustafa, Alex Resnick, Ben Schwed

Metro-North Railroad (MNR), a subsidiary agency of the Metropolitan Transit Authority, is a suburban commuter rail system that runs service in New York City and its northern suburbs in the Hudson Valley and Connecticut. MNR enlisted a Capstone team to help establish a data management and performance dashboard for internal use to increase operational efficiency and enhance customer service. The team engaged in conversations with peer transit agencies to learn proven best practices and with MNR staff from key operational departments to understand data needs. Using research and real departmental data, the team developed a beta version of a data management and performance dashboard. The team developed an accompanying set of recommendations for the replication of the dashboard and for future implementation across MNR. These deliverables will help create a more consistent data infrastructure and ensure data-driven service planning for the client.

Capstone Year

TRANSIT-ORIENTED DEVELOPMENT INDEX

Client
SUFFOLK COUNTY DEPARTMENT OF ECONOMIC DEVELOPMENT AND PLANNING
Faculty
Michael Keane
Team
Capstone Team: Jane Bartman, Seth Kerr, Sarah Saltz, Arvind Sindhwani

The office of Downtown Revitalization and Transit-Oriented Development at the Suffolk County Department of Economic Development and Planning (SCEDP) promotes the development, growth, and retention of industry clusters that facilitate job opportunities, private capital investment, and tourism. To support the County’s efforts to retain and attract highly-skilled workers and young professionals, SCEDP works with municipalities to run technical and financing programs to promote transit-oriented development (TOD) around Long Island Railroad stations. The Capstone team worked with SCEDP to develop a plan for a Suffolk County TOD Index, an analytical tool to assess the location-based potential for TOD development and compare TOD suitability across locations. To develop the index, the team identified the key drivers of TOD success in Suffolk County by analyzing large amounts of public data and existing TODs through site visits, desktop research, and stakeholder interviews. Based on index-indicated TOD readiness, the team conducted several site-level analyses and provided high-level recommendations for future TODs.

Capstone Year

ASSESSING AND DEVELOPING TOOLS FOR A SUCCESSFUL PRODUCT LAUNCH

Client
CHOLPORI
Faculty
Victoria Donohue
Team
Thora Kastner-Lang, Michelle Guo, Lauren Stackpoole

CholPori is a web-based, self-driven learning application that enables students in Bangladesh to enhance their literary learning both inside and outside the classroom. An estimated two-thirds of students in Bangladesh are currently reading below grade level literacy standards. In order to assess their application, which began its launch in January 2022, CholPori enlisted a Capstone team to create a product testing plan and data collection strategy. The team conducted a context and market analysis, using its results to develop a Classroom Implementation Assessment Tool and a post-launch usability survey. The data collected through the assessment tool and survey was designed to evaluate impact and inform CholPori’s strategy. With evidence-based research and analysis, the team has helped lay the groundwork for CholiPori’s expansion into the Bangladeshi educational technology market.

Capstone Year

EVALUATING THE EFFECT OF PARTICIPATORY BUDGETING ON REDISTRIBUTION OF PUBLIC FUNDS

Client
PARTICIPATORY BUDGETING IN NEW YORK CITY
Faculty
Ali Ahmed & Kristina Arakelyan
Team
Emily Brennan, Lesley Orellana, Victor Porcelli, Sophie Sharps

Participatory budgeting is a process in which community members decide how a portion of public funds should be spent. Participatory budgeting in New York City (PBNYC) began with four City Council districts in 2011 and has expanded to 31 of the 51 districts in 2019. One of the goals of PBNYC is to make public spending more equitable. Using publicly available data, the team conducted a difference-in-difference analysis to determine whether PBNYC results in a reallocation of capital project funds within districts and the extent to which these effects are moderated by neighborhood income level, gentrification, and political engagement. The team’s findings provide insight into whether PBNYC actually increases resources where most needed and are particularly relevant for policymakers and other stakeholders planning for PBNYC implementation citywide.

Capstone Year

EVALUATING AND IMPROVING THE DIABETES SCREENING INITIATIVE

Client
NYU LANGONE DEPARTMENT OF EMERGENCY MEDICINE
Faculty
Rain Henderson
Team
Gabriella Boulton, Arshdeep Dhanoa, Adeevah Goldstein, Nikhil Taurani

NYU Langone has launched an initiative to screen Emergency Department patients for prediabetes and diabetes. Patients who meet the screening criteria are given a blood test, and any patient who has elevated A1C levels is urged to seek follow-up primary care. This is a critical point for newly diagnosed patients, and NYU Langone is exploring ways to streamline patient education in order to improve patient compliance. The team was tasked with developing a comprehensive educational toolkit for care providers to use in conjunction with existing resources. The team conducted a literature review on best practices for diabetes education and performed a gap analysis using stakeholder interviews, evaluating current diabetes screening initiatives and identifying gaps in current workflow processes. Based on its findings, the team proposed budget-neutral enhancements for the client, including recommendations for improved workflow processes and an educational toolkit to guide future patient care.

Capstone Year

AN ASSESSMENT OF MEMBERSHIP ENGAGEMENT AND RETENTION

Client
PANEL OF NATIONAL PATHOLOGY LEADERS
Faculty
Rain Henderson
Team
Sandra Carlino, Elise Freiberg, Audrey White

The Panel of National Pathology Leaders (PNPL) is a think tank established in 2019 that advances best practices in pathology and laboratory medicine. Steadily increasing membership engagement and retention is essential for long-term success. The team was tasked with recommending strategies to increase membership engagement and retention with improved value offerings. The Capstone team conducted extensive market research into the membership offerings of comparable think tanks and professional medical membership organizations. The team also surveyed and interviewed multiple members, panelists, and advisors to better understand perceived and desired membership value. The final report outlines market research, survey and interview results, quick wins, and long-term recommendations to improve membership engagement and retention.

Capstone Year

USING PUBLIC DATA TO OPTIMIZE AUTONOMOUS VEHICLE HD MAPPING

Client
CARMERA
Faculty
Sarah Kaufman
Team
Charles Cohen, Alana Pogostin, Greg Rivas, Victoria Majchrzak

CARMERA is an autonomous vehicle (AV) high-definition (HD) mapping company that specializes in roadway change management. It is critical for public safety that HD maps have granular and up-to-date information on road features to anticipate the road ahead. CARMERA enlisted a Capstone team to review data sharing policies at the federal, state, and city levels and help identify connections between roadway changes collected by cities and private AV firms. The team utilized a spatial regression model to examine whether public datasets can help predict the observed roadway changes from CARMERA’s pilot program in San Francisco. Its preliminary findings indicate an opportunity for the optimization of private company data gathering based on public datasets. The team produced a final report detailing ways to use public data to inform policies and recommendations for cities and private AV firms with the shared goal of coordinated and efficient capture of roadway changes on HD maps.

Capstone Year

PLANNING FOR A PERMANENT OPEN RESTAURANTS PROGRAM

Client
NEW YORK CITY DEPARTMENT OF TRANSPORTATION
Faculty
Sarah Kaufman
Team
Joshua Crespo, Katrina Gustafson, Lauren Kupper, Parker MacLure, James Wilson-Schutter

The COVID-19 pandemic devastated the restaurant industry in NYC when establishments were forced to close their doors to limit the spread of the virus. In June 2020, the NYC Department of Transportation (DOT) launched the Open Restaurants program allowing restaurants to take over curb space for outdoor dining. While this program provided a lifeline for nearly 12,000 restaurants, it also increased competition for curb access. As the program is scheduled to become permanent in 2023, DOT engaged a Capstone team to evaluate program impact and recommend improvements. Focusing on five corridors across Manhattan, Brooklyn, and Queens, the team used a combination of field data collection and time-lapse camera data to evaluate the program’s impact on traditional curb uses such as parking, passenger drop-off/pick-up, and deliveries. In its final report, the team detailed its findings and recommendations on modifying Open Restaurants regulations to inform long-term strategy and sustainability.

Capstone Year