Case Study

Case Study: Black Data Processing Associates

Powering the High School Coding Competition with Reviewr

Overview

The Black Data Processing Associates (BDPA) is a nonprofit organization dedicated to advancing diversity and inclusion within technology and STEM careers. One of BDPA’s flagship programs is the High School Coding Competition (HSCC), a long-running initiative designed to expose high school students to real-world software development challenges while building technical, collaborative, and presentation skills.

The competition engages students from BDPA chapters nationwide and challenges them to design, build, and present software solutions within a structured, competitive environment. To support the scale, complexity, and fairness required for a national, multi-phase program, BDPA implemented Reviewr as the platform to manage submissions, judging, scoring, and long-term program impact.

The Challenge

The High School Coding Competition combines technical rigor with a multi-round evaluation process that mirrors real-world software development and product delivery. BDPA needed a platform capable of supporting:

Secure, centralized submissions from student teams across dozens of local chapters
Team-based project workflows, including shared deliverables and supporting documentation
Multi-phase judging, spanning initial reviews, advancement rounds, and final selections
Fair and consistent scoring, despite judges reviewing different subsets of submissions
Operational visibility, allowing staff to monitor progress, deadlines, and review status in real time
Ongoing impact measurement, tracking students beyond the competition into future academic and career pathways

Prior to Reviewr, these needs were managed through a combination of manual processes, shared drives, email coordination, and spreadsheets — creating inefficiencies and limiting insight into program-wide outcomes.

The Solution: Reviewr for Coding & Innovation Competitions

BDPA selected Reviewr to power the High School Coding Competition end-to-end, providing a unified system for intake, evaluation, and reporting.

1. Structured Student & Team Submissions

Reviewr provides a secure submission portal where student teams submit:

Team and participant information
Project descriptions and technical summaries
Source code or technical documentation
Optional supporting materials such as screenshots, diagrams, or demonstrations

All materials are stored in a centralized, permission-based environment accessible to authorized judges and administrators.

2. Multi-Phase Competition Management

Reviewr supports the competition’s phased structure, including:

Initial submission and screening
Intermediate evaluation and advancement
Final judging rounds tied to national-level competition

As teams advance, Reviewr automatically routes submissions into the appropriate review phases and ensures judges only see entries assigned to them.

3. Rubric-Based Judging & Scoring

Custom scoring rubrics allow judges to evaluate projects based on:

Technical execution and code quality
Functionality and usability
Creativity and problem-solving approach
Team collaboration and presentation effectiveness

Scores are automatically aggregated and normalized to account for differing judge scoring patterns, ensuring fair comparisons even when not all judges review all teams.

4. Embedded Review & Collaboration Tools

Judges review submissions directly within Reviewr, where they can:

Access all project materials in one place
Leave qualitative comments and notes
Score submissions side-by-side with project content

This reduces reviewer fatigue and eliminates the need for offline downloads or manual score consolidation.

5. Real-Time Program Analytics

Reviewr provides administrators with dashboards showing:

Submission volume and completion rates
Review progress by phase
Scoring distributions and ranking summaries
Advancement and finalist tracking

These insights enable BDPA to manage the competition proactively and make data-informed decisions throughout the process.

6. Long-Term Impact Tracking

Following the competition, Reviewr enables BDPA to collect ongoing data from participants, including:

Continued involvement in technology education
Scholarship or internship outcomes
Academic and career milestones

This longitudinal data helps BDPA measure program effectiveness and demonstrate long-term impact to stakeholders.

Results

Before Reviewr

Fragmented submission intake
Manual scoring and spreadsheet-based aggregation
Limited visibility into judging progress
Minimal long-term participant tracking

After Reviewr

Centralized, secure submission and review environment
Consistent, rubric-based scoring across all phases
Automated phase transitions and judge assignments
Scalable infrastructure supporting national participation
Structured data collection for long-term impact analysis

Program Impact

Through Reviewr, BDPA successfully delivers a national coding competition that:

Exposes high school students to real-world software development scenarios
Promotes fair, unbiased evaluation of technical work
Reduces administrative overhead for staff and volunteers
Strengthens the organization’s ability to track and report student outcomes

The platform ensures that every participant receives equitable consideration and that judges can focus their time on evaluating innovation, problem-solving, and technical skill — not managing files or workflows.

The Impact

By leveraging Reviewr, the BDPA High School Coding Competition operates with greater efficiency, transparency, and scalability. Reviewr enables BDPA to deliver a high-quality competitive experience that prepares students for future success in technology while giving the organization the data and infrastructure needed to grow the program year over year.

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