ENT Burden Atlas

Research attention vs disease burden in otolaryngology, 1995–2024 — a preregistered dynamic census

Hearing loss

Tier: Burden tier · Matched burden cause: Age-related and other hearing loss (GBD cause 674), GBD 2023 (DALYs primary).

Publication share of the 14-area pool

20.419.518.118.218.016.920.416.9

Pool share (%) by five-year period. Pool totals: 1995–1999 26,544, 2000–2004 36,611, 2005–2009 50,051, 2010–2014 65,755, 2015–2019 85,380, 2020–2024 128,117.

Period1995–19992000–20042005–20092010–20142015–20192020–2024
Publications5,4117,1329,07411,94715,40721,659
Share of pool (%)20.39%19.48%18.13%18.17%18.05%16.91%

First-to-last share change: -17.1% (relative). Dynamics label: Constant.

Attention–burden ratio (ABR)

-1.05-1.10-1.14-1.25-1.32-1.47+0.00-1.47

log2 ABR by period (dashed line = parity, ABR 1). Last period pairs publications 2020–24 with burden 2020–23 (see Methods).

Period1995–19992000–20042005–20092010–20142015–20192020–2024
log2 ABR-1.05-1.10-1.14-1.25-1.32-1.47
ABR0.480.470.450.420.400.36
Publication share of 7-cause pool (%)33.5%33.0%32.5%30.5%29.3%26.3%
DALY share of 7-cause pool (%)69.2%70.6%71.7%72.5%73.0%72.7%
Hearing loss is typed constant on dynamics only. Its level is the census's central level finding: ABR 0.36 in 2020–24 (log2 ABR −1.47), i.e. 72.7% of pooled DALYs against 26.3% of pooled publications, with the gap widening over 30 years.

Burden–research centroid distance

9,7518,7788,1337,5076,5543,7999,7513,799

Great-circle distance (km) between the DALY-weighted burden centroid and the first-author research centroid (arithmetic mean centres; see Methods).

Period1995–19992000–20042005–20092010–20142015–20192020–2024
Distance (km)9,7518,7788,1337,5076,5543,799

First-to-last change: -61.0% (9,751 → 3,799 km). Last-period distances remain large in absolute terms for every cause.

First-author geography

LMIC share of parsed first-author records: 6.8% → 33.8% (this area; pooled across all 14 areas: 7.9% → 39.8%). Share of first authors located in this cause's ten highest-DALY countries: 48.3% → 51.4%.

Decoupling typology

SignalValueDirection (main thresholds)
S — relative change in pool publication share-17.1%stable
B — relative change in DALY share of the 7-cause pool+5.0%stable
A — change in log2 ABR-0.42stable
Threshold setAssigned type
Low (±15% / ±0.3)Unclassified
Main (±25% / ±0.5)Constant
High (±35% / ±0.7)Constant

Annualised absolute DALYs for this cause changed +76.8% between the first and last periods. B is a share: a falling B means relative dilution inside the pool, never an absolute decline.

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