STAFF ROLES
Non-white-male share of staff roles
45.0%
Senior staff and functional roles across the 358-company panel.
Governance Data & Visualizations
S&P 500 governance data, made usable
Interactive demographic, leadership, committee, and accountability data designed for public analysis.
Research Topic 02
Feeder Roles and the S&P 500 CEO Pipeline
Does executive diversity disappear before the CEO selection stage—or earlier in the leadership pipeline? This study compares representation across CEO-feeding operational roles and senior staff roles, finding a pattern more consistent with a structural feeder-role bottleneck than with a shortage of qualified diverse senior executives.
FEEDER ROLES
Non-white-male share of feeder roles
25.3%
Operational, P&L-carrying roles that traditionally lead to the CEO position.
CURRENT CEOS
Non-white-male share of current CEOs
22.4%
112 of 500 S&P 500 CEOs — closely resembling feeder roles, not staff roles.
Overall Finding: the dataset is more consistent with a structural feeder-role bottleneck than with a shortage of qualified diverse senior executives — 45.0% staff roles → 25.3% feeder roles → 22.4% current CEOs.
Explore Feeder Role AnalysisResearch Topic 03
S&P 500 Promotion Bottlenecks
500 S&P 500 companies examined to identify where racial and ethnic representation narrows between the professional workforce, first/mid management, and executive/senior leadership.
PROFESSIONAL PIPELINE
Average non-White share of professionals
35.3%
Company-level average across the 358 companies with usable data at all three levels.
FIRST/MID MANAGEMENT
Average non-White share of first/mid-level managers
28.3%
First/Mid-Level Officials and Managers (EEO-1 category).
SENIOR LEADERSHIP
Average non-White share of executive/senior managers
20.4%
Executive/Senior-Level Officials and Managers (EEO-1 category).
Overall Finding: the dataset is strongly consistent with a cumulative leadership-advancement bottleneck — 35.3% professionals → 28.3% first/mid managers → 20.4% executive/senior managers. It shows where representation narrows, not a single causal explanation.
Explore Promotion Bottleneck AnalysisApplied Governance
School Governance Transparency Audits
A standardized 25-criterion framework examining leadership structure, decision-making transparency, member accountability, and organizational continuity in student organizations.
AUDITS
Completed audits
3
Student organizations reviewed with the standardized framework.
CRITERIA
Governance criteria
25
Each scored 0–3, for a maximum of 75 points.
DOMAINS
Governance domains
5
Structure, selection, decisions, member voice, continuity.
miraebiz.org/governance-dashboard
S&P 500 Live Demographic Disparity Matrix
Continuous tracking of demographics, tenure, and committee power structures.
Overview
Filters applied to demo datasetCompanies
500
Tracked
Directors
TBD
By seat
Gap Index
TBD
vs pledge
Avg Tenure
TBD
years
G-Pillar
TBD
score
Board Representation Matrix
PLACEHOLDERDemo series — stacked seat categories pending real ingestion.
Committee Power Map
PLACEHOLDERStructural relationships between governance roles.
Data Table Preview
PLACEHOLDER| Company | Sector | Board gap | Tenure |
|---|---|---|---|
| Company A — TBD | TBD | TBD | TBD |
| Company B — TBD | TBD | TBD | TBD |
| Company C — TBD | TBD | TBD | TBD |
| Company D — TBD | TBD | TBD | TBD |
| Company E — TBD | TBD | TBD | TBD |
Placeholder rows — no corporate records fabricated.
Dashboard structure keeps filters, chart slots, data tables, and source notes in stable places so the website feels reusable rather than crowded.
Interactive Data Dashboard
Dedicated places for charts and graphs
Every visual module uses the same structure: label, chart area, interpretation note, and CTA position.
01
PR Gap Index
Public commitments vs actual board representation.
Key finding
TBD
Methodology / source
Source & methodology — TBD
Interpretation
TBD
02
Committee Power Mapping
Distribution across audit, executive, and compensation committees.
Key finding
TBD
Methodology / source
Source & methodology — TBD
Interpretation
TBD
03
Longitudinal Tracker
Multi-year appointment velocity after major social movements.
Key finding
TBD
Methodology / source
Source & methodology — TBD
Interpretation
TBD
04
Board Representation Matrix
Stacked seat distribution across director categories.
Key finding
TBD
Methodology / source
Source & methodology — TBD
Interpretation
TBD
Key Analytical Findings
Macro Trends in Boardroom Architecture
Scannable metric regions give every statistic a stable placeholder, so real data can be dropped in later without changing the website layout.
METRIC 01
Average Director Tenure
TBDyears
Categorized by demographic background to measure professional longevity and turnover rates.
METRIC 02
Tokenism Threshold Indicator
TBDindex
Calculates whether minority representation is integrated into high-power committees or confined to low-power roles.
METRIC 03
G-Pillar Performance Score
TBDscore
Ranks S&P 500 companies strictly on structural corporate justice and organizational fairness.
Formatted metric slots keep the page consistent while making future quantitative updates easy to add.
View MethodologyProject Conclusions & Governance Insights
Empirical Conclusions on Organizational Justice
Takeaways are arranged like research article blocks: clear claim, supporting logic, and policy path.
The Accountability Deficit
Persistent structural gaps between qualitative corporate pledges and quantitative boardroom distribution.
Finding
Governance as a Predictor of Success
Demographic equity and strong ethical governance in leadership correlate with stronger risk mitigation and long-term sustainability.
Interpretation
Policy Recommendations
Actionable frameworks for institutional investors and regulators to enforce true structural transparency.
Action