Lede Phoenix 01 Data Gap 02 Operators 03 Map 04 Political Economy 05 Global Context 06 Solutions 07 Data Gaps
BD-INV-001 · Investigative Data Journalism · Dhaka, Bangladesh

BLOOD ROUTES DHAKA

An open-source, public-record investigation into documented patterns of bus-related fatalities in the Dhaka Metropolitan Area. Primary investigative record (v1.0 — data release in progress).

Confirmed findings Pattern analysis Hypothesis elements ANONYMOUS RELEASE · CC BY-NC 4.0
Report Metadata
Report IDBD-INV-001
Version1.0 — Public Release
Coverage2018–2026
Sources20+ named records
WHO Est. Deaths~31,578
OutreachNone conducted — see Legal tab
Corrections0
In October 2024, two buses operating under the name Akash Paribahan were documented racing on Progati Sarani in Madhya Badda, Dhaka. Eyewitness accounts, reported by TBS News and Dhaka Tribune, describe the moment one bus struck Tasnim Jahan Airin as she crossed the road. She died at the scene. Her sister Nusrat Jahan Jerin was critically injured. The drivers were arrested. The structural conditions that produced that moment are the subject of this investigation.
Incident: Confirmed — TBS News + Dhaka Tribune, Oct 2024 Racing: Eyewitness account — 2 publications Ownership links: Family/victim testimony — see Phoenix section
Original Finding · Pattern Hypothesis

THE PHOENIX HYPOTHESIS

Available public records document a sequence of operator names on the same Dhaka corridor following enforcement actions. Whether this sequence reflects ownership continuity is a hypothesis — route continuity is probable; ownership continuity is alleged based on eyewitness testimony and single-source press investigation. No corporate registry confirmation exists in this dataset.

Documented Operator Sequence — Sadarghat–Gazipur / Progati Sarani Corridor
Each arrow carries its evidence tier. Labels are mechanical descriptors, not causal assertions. See Phoenix Rulebook tab for full evidence standards.
Pattern hypothesis — not a confirmed ownership chain. Each link carries its own evidence tier. Ownership continuity has not been confirmed by corporate registry records.
Incident facts: CONFIRMED per source Route continuity: PROBABLE (2 media sources) Ownership: Family/victim testimony only Vehicle transfer: UNVERIFIED
01 / The Data Gap

THE REAL DEATH TOLL

Core Finding — Two Different Numbers, One Documented Gap
Bangladesh road fatalities are systematically undercounted. The WHO models approximately 31,578 deaths annually. Official government records (BRTA) report 5,480. The gap — approximately 5.8× — exists because deaths settled before police involvement, and hospital deaths not linked to crash records, never enter the official count. Sources: WHO Global Status Report on Road Safety 2023 · BRTA Annual Report 2023 · DGHS-CIPRB National Injury Survey 2023 · World Bank "Delivering Road Safety in Bangladesh" 2022
~31,578
WHO Estimated Annual Deaths (2021 data)
WHO uses modelled estimates incorporating hospital surveys, police data, and adjustment factors. This is not an enumerated count.
SOURCE: WHO Global Status Report 2023
CONFIRMED (modelled estimate)
8,543
NGO-Reported Deaths — National (2024)
BJKS methodology: media monitoring of 37 national daily newspapers. Represents 27.43% increase over 2023. Not directly comparable to WHO estimate.
SOURCE: BJKS Annual Road Accident Report 2024
CONFIRMED (media-scan methodology)
5,480
Official Government Figures (2023)
Based on police FIR records compiled by BRTA. Acknowledged undercount: many crashes settled before police involvement.
SOURCE: BRTA Annual Report 2023
CONFIRMED (police-record methodology)
~5.8×
WHO-to-Official Gap Ratio
Calculated: WHO 31,578 ÷ BRTA 5,480. Inherits model uncertainty of both source figures. The direction of underreporting is unambiguous; the magnitude is estimated.
Derived calculation — see Methodology §M-007
PROBABLE (derived, model-dependent)
Bangladesh Road Deaths: NGO-Tracked Annual Trend (2018–2024)
Source: BJKS Annual Reports 2018–2024. Methodology: media scan of 37 national daily newspapers. Limitation: systematic undercount of rural, night, and unreported incidents. Note: 2020–21 decline reflects COVID-19 mobility restrictions, not a safety improvement — no infrastructure change occurred in that period.
SOURCES: BJKS Annual Reports 2018–2024 · Dhaka Tribune corroboration 2024 · CONFIRMED (media-scan methodology)
Who Dies? Victim Demographics — Dhaka City 2025
RSF 2025: 219 deaths in 409 documented accidents. Single primary source — no independent verification available for this breakdown.
SOURCE: Road Safety Foundation (RSF) Dhaka 2025 · CONFIRMED (single source — RSF)
Vehicle Type Share of Fatal Accidents — Dhaka City 2025
Buses account for 24.87% of fatal accidents despite being a minority of registered vehicles. Bus-to-vehicle-census comparison not yet conducted in this dataset.
SOURCE: RSF 2025 · ARI-BUET supporting studies · CONFIRMED (RSF primary)
02 / Operator Intelligence

OPERATOR DATASET

Legal Notice — Read Before Citing
This dataset was constructed from named public records only: newspaper archives, court outcomes cited in press, BRTA announcements, and NGO reports. No operator has been found guilty by a court unless a specific conviction is explicitly cited and sourced. The terms "associated with," "documented in connection with," and "incidents involving" are used precisely and do not constitute findings of criminal or civil liability. No beneficial ownership is asserted for any entity. Evidence tiers apply to each specific claim, not to operators as a whole.
Interpretation Note: Counts reflect documented incidents in public sources only. They are not comprehensive, comparable, or rankable across operators.
ID Operator Status Documented Incidents Key Documented Facts BRTA Action Evidence
OP-001
Suprobhat Paribahan
সুপ্রভাত পরিবহন
Route: Sadarghat–Gazipur
 Banned
March 2019
2
Victims: 1 killed, 1 struck
(same bus, same day)
 19 March 2019: Bus Reg. Dhaka Metro-Ba-11-4135 struck student Cynthia Islam Mukta at Shahzadpur, then killed BUP student Abrar Ahmed Choudhury at Jamuna Future Park zebra crossing. Driver fled. Owner + 5 others charged under Road Transport Act (court records cited in press). Route permit cancelled following student protests. Route permit cancelled. Owner charged. 3 staff received life sentences (later reported as subject to appeal — see CHANGELOG for status). CONFIRMED
Bangla Tribune (2019) · Daily Star (2019) · Dhaka Tribune (2019) · Financial Express (2020 — sentencing)
OP-002
Victor Classic
ভিক্টর ক্লাসিক
Same corridor as Suprobhat post-2019
 Active / watchlist
2+
2019–2025 documented
 2019: Music director Parvez Rob killed in Uttara. Driver identified as unlicensed helper (single source — Dhaka Tribune). 2024–25: Multiple incidents on Progati Sarani corridor in media reports. Buses reportedly torched by crowds on 2+ occasions. Named in BRTA 2021 blacklist recommendation. On BRTA watchlist per media reports. No confirmed permit cancellation documented in accessible sources as of v1.0. Incidents: CONFIRMED Parvez Rob detail: Single-source press Phoenix link: Family/victim testimony
Daily Sun (2019) · Dhaka Tribune (2019) · TBS News (2024–25)
OP-003
Akash Paribahan
আকাশ পরিবহন
Progati Sarani / Badda corridor
 Active
1
Oct 2024 — confirmed
 October 2024: Two Akash Paribahan buses documented racing on Progati Sarani, Madhya Badda. Tasnim Jahan Airin killed. Sister Nusrat Jahan Jerin critically injured. Eyewitness accounts in TBS News and Dhaka Tribune confirm racing. Drivers arrested. Victim family alleged ownership continuity with Victor Classic and Suprobhat — recorded as family/victim testimony, not a confirmed fact. Drivers arrested (TBS News, Oct 2024). No permit action confirmed in accessible sources as of v1.0. Incident: CONFIRMED Racing: Eyewitness account Ownership link: Family/victim testimony
TBS News (Oct 2024) · Dhaka Tribune (Oct 2024) · Prothom Alo (Oct 2024)
OP-004
Jabal-e-Noor Paribahan
জাবালে নূর পরিবহন
Airport Road / Kurmitola
 Partially banned
2
29 July 2018 — court-confirmed
 29 July 2018: Two Jabal-e-Noor buses racing near Kurmitola General Hospital, Airport Road. Students Diya Khanam Mim and Abdul Karim Rajib killed. This incident directly triggered the 2018 Safe Road Movement. 4 drivers/helpers given 7-day remand. Most thoroughly documented case in this dataset — court conviction on record. 2 bus registrations cancelled (BRTA, cited: Dhaka Tribune 2018). 3 staff convicted (life sentences — appeal status noted in CHANGELOG). CONFIRMED — court record
Dhaka Tribune (2018, 3 articles) · Daily Star (2018) · Financial Express (2020 — sentencing)
OP-005
Imad Paribahan
ইমাদ পরিবহন
Padma Bridge Expressway (outside DMA — included for systemic relevance)
 Permit revoked
19
Single incident — ARI-BUET confirmed
 Bus plunged off Padma Bridge Expressway, Shimana, Kutubpur. ARI-BUET formal investigation — the only official published investigation in this dataset — concluded that the bus's fitness certificate AND route permit were both suspended at the time of operation. Documents BRTA fitness enforcement failure as a systemic finding. Permit revoked post-incident (ARI-BUET report confirms). ARI-BUET investigation published and publicly accessible. CONFIRMED — ARI-BUET official
ARI-BUET Investigation Report (official) · Financial Express · Daily Star
OP-006
Raida Paribahan
রাইদা পরিবহন
Kuril Flyover / Progati Sarani
 Active — BRTA blacklisted 2021
?
Pattern only — specific counts unverified
 Named in BRTA December 2021 blacklist of 25 companies. Multiple media reports of incidents on Kuril–Progati Sarani corridor 2022–2025. Specific incident dates and victim names not independently confirmed in this dataset. Appears on pattern basis only. BRTA recommended permit cancellation Dec 2021 (TBS News + bdnews24). No confirmed cancellation in accessible sources as of v1.0. PROBABLE — pattern only Specific counts: UNVERIFIED
TBS News (Dec 2021) · bdnews24 (Dec 2021)
03 / Geographic Intelligence

ACCIDENT HOTSPOT MAP

Interpretation Rule: This visualization is schematic and must not be used to attribute responsibility to any operator, route, or entity. Dot placement is approximate, derived from media-reported addresses, not GPS-verified coordinates. See Methodology §M-009 and Data tab → Map Specification v1.0.
BURIGANGA AIRPORT ROAD MIRPUR ROAD PROGATI SARANI KURIL FLYOVER KURIL BADDA KURMITOLA ABRAR / JFP MIRPUR 10 JATRABARI GABTOLI DHAKA METRO · ACCIDENT HOTSPOTS · v1.0 SCHEMATIC — NOT GIS-VERIFIED
Risk Level
Extreme
High
Medium
HOVER / TAP DOTS
FOR DETAILS
MAP v1.0 — Schematic visualization. Coordinates approximate. Requires GIS upgrade for forensic use. See Data tab → Map Specification for upgrade path and required datasets.
04 / Political Economy

STRUCTURAL INCENTIVES

✓ Core Structural Finding — CONFIRMED (as attributed TIB finding)
The waybill/joma system creates a documented economic incentive for bus racing. TIB (2024) — "Integrity in Private Bus Transport Business" — documents the mechanics of this system, the annual bribery estimate, and operator political connectivity. All figures in this section are attributed to TIB and have not been independently replicated by this investigation. Primary Source: TIB — "Integrity in Private Bus Transport Business" Executive Summary, 2024. Available: ti-bangladesh.org
Tk 1,059cr
Annual Bribery Estimate — Bus Sector (TIB 2024)
TIB structured interview + field survey methodology. Attribution required when citing. Not independently replicated by this investigation.
TIB "Integrity in Private Bus Transport Business" 2024
CONFIRMED (as attributed TIB finding)
92%
Operators with Political Connections (TIB 2024)
TIB figure — must be cited as "TIB estimates 92%", not as an independent fact. Single primary source. Not independently replicated.
TIB 2024
PROBABLE (single source — TIB attributed)
24%
Buses Without Valid Fitness Certificate (TIB 2024)
TIB survey finding. Dhaka-specific. Methodological detail (sample size, geography) in TIB full report.
TIB 2024
CONFIRMED (as attributed TIB finding)
41.56%
Fatal Crashes at Night (10pm–6am) — Dhaka 2025
RSF 2025 Dhaka city data. Night = reduced enforcement, maximum joma pressure. Single primary source.
RSF Dhaka Annual Report 2025
CONFIRMED (RSF single source)
For the Dhaka Bus Commuter — What This Data Means
If you take a bus on the Progati Sarani corridor — between Kuril Flyover and Madhya Badda — you are on the route where the highest concentration of documented incidents in this dataset occurred. RSF (2025) records that 41.56% of Dhaka's fatal crashes happen between 10pm and 6am, when enforcement is minimal and racing incentives are highest. 47% of documented victims in Dhaka are pedestrians — people crossing the road, not passengers. The waybill structure documented by TIB (2024) does not distinguish between day and night, or between pedestrian and passenger risk. Every hour the bus runs, the economic pressure is the same. Figures: RSF 2025 (night crash share, pedestrian share) · TIB 2024 (waybill structure) · This dataset (corridor concentration)
Annual Bribery Flows — TIB 2024 (Tk Crore)
All figures from TIB primary research. Cited as TIB estimates — not independently verified.
TIB 2024 · CONFIRMED (attributed TIB)
Fatal Crash Time Distribution — Dhaka City 2025
41.56% of fatal crashes occur at night. RSF 2025 — single source.
RSF Dhaka 2025 · CONFIRMED (RSF single source)
05 / Global Context

INTERNATIONAL BENCHMARK

✓ Finding — CONFIRMED with documented qualifier
Bangladesh's WHO-estimated road fatality rate of approximately 19.3 per 100,000 population places it among the worst-documented rates in the Asia-Pacific region. Its estimated 102 deaths per 10,000 registered vehicles is the highest documented figure in South Asia in available datasets. Note: "among worst documented" — not "the worst globally," as several Sub-Saharan African and Central Asian countries have higher absolute rates. WHO Global Status Report 2023 · Asian Transport Observatory Bangladesh Road Safety Profile 2025 · World Bank 2022
Road Fatality Rate — Selected Countries (Deaths per 100,000 population, WHO 2023)
All figures: WHO Global Status Report 2023 or ATO 2025 (Bangladesh). Comparisons across countries with different data quality should be read with caution. The relative position of Bangladesh is robust across methodologies; specific rankings may shift as reporting improves.
WHO Global Status Report 2023 · ATO Bangladesh Profile 2025 · CONFIRMED (all listed figures)
*Nigeria = national rate, not city-specific.
City/System Driver Pay Model Public Crash Data Rate /100k Key Structural Difference Evidence
Dhaka, Bangladesh
5,000+ individual owners, 200+ competing banners
 Trip-based joma. Driver pays owner first. Zero salary. None published ~19.3 Joma incentive creates racing. No public chassis registry. 92% political connectivity (TIB 2024). Confirmed
Delhi, India
DTC (public) + franchised private operators
 Salary-based for DTC. Some contractor variation. Partial ~16.0 Franchise model reduces racing incentive on regulated routes. Confirmed
Jakarta, Indonesia
TransJakarta BRT — reformed 2014
 Salary-based post-2014 TransJakarta reform Yes — published ~12.2 BRT reform eliminated racing incentive on key corridors. Direct structural template applicable to Dhaka. Confirmed
Singapore
SBS Transit + SMRT. Fully franchised, state-licensed.
 Full salary + performance bonus. Zero revenue target. Full real-time ~2.8 Zero racing incentive. Complete operator accountability. Route-level performance data public. Confirmed
06 / Evidence-Based Solutions

DOCUMENTED INTERVENTIONS

Scope Notice
This section documents interventions with evidence of impact in comparable contexts. It does not predict outcomes for Bangladesh. Political feasibility assessment is outside this investigation's scope. Each recommendation is paired with its evidence base and transferability limitations.
#InterventionEvidence BaseComparatorStructural Barrier (Bangladesh)
S-01 Abolish Joma/Waybill System
Convert city bus drivers to monthly salary contracts. Eliminates the trip-based revenue target that directly incentivises racing.
 TransJakarta reform (2014): documented racing reduction post-salary conversion. Delhi DTC model. Dhaka Nagar Paribahan pilot (partial). Jakarta, Delhi Requires buy-in from owner class (92% politically connected per TIB). Franchise model needs enabling legislation.
S-02 Chassis-Linked Public Vehicle Registry
Permanent public record linking chassis/VIN to owner history, accident history, fitness certificates, route permits. Makes rebrand-and-continue documentable and traceable.
 Singapore LTA model. TransJakarta fleet system. UK DVLA accident linkage. Singapore, UK BRTA holds registration data. Public access is a policy decision, not a technical barrier. Requires political will.
S-03 Owner Accountability Under Road Transport Act 2018
When an unlicensed driver hired by an owner causes death, owner faces charge. The legal provision exists. Enforcement is absent.
 UK corporate manslaughter legislation. Australia heavy vehicle chain of responsibility. Road Transport Act 2018 (Bangladesh) — provision exists, documented unenforced. UK, Australia Legal framework partially exists. Prosecution requires judicial and enforcement independence.
S-04 Independent Accident Investigation Body
Separate from BRTA and police. Authority to publish findings. The Imad ARI-BUET investigation demonstrates what independent investigation can produce with current capacity.
 UK RAIB model. ARI-BUET Expressway investigation (Imad case) is the closest existing example in Bangladesh. UK, ARI-BUET ARI-BUET has investigative capacity. Requires legislative mandate and operational independence.
07 / Institutional Failure Audit

MISSING DATA AUDIT

The following datasets do not exist in publicly accessible form. Their absence is documented here as a finding in itself — each missing dataset represents a structural accountability gap, not a technical limitation.

DatasetShould Be Held ByStatusWhy It's MissingInvestigative ImpactUpgrade Path
BRTA Bus Crash Registry
Crash history by vehicle chassis
 BRTA Not public Classified. Enabling bribery ecosystem: operators pay to suppress records. Political sensitivity of permit holder registry. Would confirm or deny Phoenix ownership chains definitively. Would enable operator-level death rate calculation. RTI application under Information Rights Act 2009. International pressure via WHO/World Bank reporting.
Hospital Trauma Records
Injury cause linked to vehicle type
 DGHS / DNCC hospitals Not digitised / not linked No standardised injury cause coding. Paper records not aggregated. Hospital death ≠ road crash death in official statistics. Hospital records are the only ground truth for the 5.8× underreporting claim. DGHS-CIPRB Injury Survey (2023) is a partial proxy. Full linkage requires health ministry mandate.
Police FIR Operator Name Field
FIRs linked to company, not just plate
 Bangladesh Police Not collected FIRs record registration numbers, not operator brand. A recording practice decision — the information exists at BRTA but is not linked at FIR. Without this, operator-level accountability is impossible at scale. BRTA–Police data sharing protocol. Single policy change requiring no new infrastructure.
Route Permit Beneficial Owner Registry
Actual individual behind each permit
 BRTA Classified Many permits held by front companies or politically connected individuals. Publication would expose political ownership of the sector. Would confirm or deny Phoenix ownership chains. Would establish whether enforcement gaps are random or targeted. RTI application. RJSC corporate registry search. OCCRP/ICIJ database cross-referencing.