Introduction: The incidence of diabetic ketoacidosis (DKA) at the time of diagnosis of type 1 diabetes in youth varies between countries and is influenced by socioeconomic factors. We investigated the relationship between regional deprivation indices and DKA at the diagnosis of type 1 diabetes in six countries. Methods: We analyzed children 0.5–17.0 years old diagnosed with type 1 diabetes between 2019 and 2022 across six diabetes registries. Regional deprivation index within each country was standardized to compare each individual’s socioeconomic status internationally. Log-binomial regression models assessed the association between the standardized deprivation index and DKA, with sex, age group, and year as covariates. Results: Among 21,020 children (mean age 9.08 [SD 4.19] years), the DKA rate of 36.5%. Cohorts were Germany (n = 13,561, DKA 32.5%), Italy (4,659, 42.5%), Colorado, USA (1,318, 54.9%), Wales (769, 35.2%), New Zealand (407, 43.7%), and Slovenia (306, 37.6%). Deprivation was associated with the increased risk of DKA in children 0.5–<6 (OR 1.16 [95% CI: 1.10–1.23], p < 0.0001) and 6–<12 years of age (1.05 [1.05–1.11], p = 0.02). Female sex increased risk of DKA (1.06 [1.00–1.13], p = 0.04). The proportion of DKA was lower in 2019 than in 2020, 2021, and 2022 (each p < 0.0001). Conclusion: Deprivation was significantly associated with the risk of DKA at the diagnosis of type 1 diabetes, and DKA was more common during the pandemic years 2020–2022 than in 2019. Younger children appear to be more vulnerable to deprivation than older patients. Understanding and reducing local and demographic-specific disparities are essential for effective intervention.

1.
Ogle
GD
,
James
S
,
Dabelea
D
,
Pihoker
C
,
Svennson
J
,
Maniam
J
, et al
.
Global estimates of incidence of type 1 diabetes in children and adolescents: results from the International Diabetes Federation Atlas, 10th edition
.
Diabetes Res Clin Pract
.
2022
;
183
:
109083
.
2.
Usher-Smith
JA
,
Thompson
M
,
Ercole
A
,
Walter
FM
.
Variation between countries in the frequency of diabetic ketoacidosis at first presentation of type 1 diabetes in children: a systematic review
.
Diabetologia
.
2012
;
55
(
11
):
2878
94
.
3.
Duca
LM
,
Wang
B
,
Rewers
M
,
Rewers
A
.
Diabetic ketoacidosis at diagnosis of type 1 diabetes predicts poor long-term glycemic control
.
Diabetes Care
.
2017
;
40
(
9
):
1249
55
.
4.
Duca
LM
,
Reboussin
BA
,
Pihoker
C
,
Imperatore
G
,
Saydah
S
,
Mayer-Davis
E
, et al
.
Diabetic ketoacidosis at diagnosis of type 1 diabetes and glycemic control over time: the SEARCH for diabetes in youth study
.
Pediatr Diabetes
.
2019
;
20
(
2
):
172
9
.
5.
Shalitin
S
,
Fisher
S
,
Yackbovitch-Gavan
M
,
de Vries
L
,
Lazar
L
,
Lebenthal
Y
, et al
.
Ketoacidosis at onset of type 1 diabetes is a predictor of long-term glycemic control
.
Pediatr Diabetes
.
2018
;
19
(
2
):
320
8
.
6.
Ghetti
S
,
Kuppermann
N
,
Rewers
A
,
Myers
SR
,
Schunk
JE
,
Stoner
MJ
, et al
.
Cognitive function following diabetic ketoacidosis in young children with type 1 diabetes
.
Endocrinol Diabetes Metab
.
2023
;
6
(
3
):
e412
.
7.
Huang
JX
,
Casper
TC
,
Pitts
C
,
Myers
S
,
Loomba
L
,
Ramesh
J
, et al
.
Association of acute kidney injury during diabetic ketoacidosis with risk of microalbuminuria in children with type 1 diabetes
.
JAMA Pediatr
.
2022
;
176
(
2
):
169
75
.
8.
Maxwell
AR
,
Jones
NHY
,
Taylor
S
,
Corathers
SD
,
Rasnick
E
,
Brokamp
C
, et al
.
Socioeconomic and racial disparities in diabetic ketoacidosis admissions in youth with type 1 diabetes
.
J Hosp Med
.
2021
;
16
(
9
):
517
23
.
9.
Addala
A
,
Auzanneau
M
,
Miller
K
,
Maier
W
,
Foster
N
,
Kapellen
T
, et al
.
A decade of disparities in diabetes technology use and HbA1c in pediatric type 1 diabetes: a transatlantic comparison
.
Diabetes Care
.
2021
;
44
(
1
):
133
40
.
10.
Ebekozien
O
,
Mungmode
A
,
Sanchez
J
,
Rompicherla
S
,
Demeterco-Berggren
C
,
Weinstock
RS
, et al
.
Longitudinal trends in glycemic outcomes and technology use for over 48,000 people with type 1 diabetes (2016-2022) from the T1D exchange quality improvement collaborative
.
Diabetes Technol Ther
.
2023
;
25
(
11
):
765
73
.
11.
Willi
SM
,
Miller
KM
,
DiMeglio
LA
,
Klingensmith
GJ
,
Simmons
JH
,
Tamborlane
WV
, et al
.
Racial-ethnic disparities in management and outcomes among children with type 1 diabetes
.
Pediatrics
.
2015
;
135
(
3
):
424
34
.
12.
Sayers
A
,
Thayer
D
,
Harvey
JN
,
Luzio
S
,
Atkinson
MD
,
French
R
, et al
.
Evidence for a persistent, major excess in all cause admissions to hospital in children with type-1 diabetes: results from a large Welsh national matched community cohort study
.
BMJ Open
.
2015
;
5
(
4
):
e005644
.
13.
Rugg-Gunn
CEM
,
Dixon
E
,
Jorgensen
AL
,
Usher-Smith
JA
,
Marcovecchio
ML
,
Deakin
M
, et al
.
Factors associated with diabetic ketoacidosis at onset of type 1 diabetes among pediatric patients: a systematic review
.
JAMA Pediatr
.
2022
;
176
(
12
):
1248
59
.
14.
Carstairs
V
.
Deprivation indices: their interpretation and use in relation to health
.
J Epidemiol Community Health
.
1995
;
49
(
Suppl 2
):
S3
8
.
15.
Auzanneau
M
,
Lanzinger
S
,
Bohn
B
,
Kroschwald
P
,
Kuhnle-Krahl
U
,
Holterhus
PM
, et al
.
Area deprivation and regional disparities in treatment and outcome quality of 29,284 pediatric patients with type 1 diabetes in Germany: a cross-sectional multicenter DPV analysis
.
Diabetes Care
.
2018
;
41
(
12
):
2517
25
.
16.
Ampt
A
,
van Gemert
T
,
Craig
ME
,
Donaghue
KC
,
Lain
SB
,
Nassar
N
.
Using population data to understand the epidemiology and risk factors for diabetic ketoacidosis in Australian children with type 1 diabetes
.
Pediatr Diabetes
.
2019
;
20
(
7
):
901
8
.
17.
Simba
S
,
Von Oettingen
JE
,
Rahme
E
,
Ladd
JM
,
Nakhla
M
,
Li
P
.
Socioeconomic disparities in glycemic management in children and youth with type 1 diabetes: a retrospective cohort study
.
Can J Diabetes
.
2023
;
47
(
8
):
658.e2
64
.
18.
Vajravelu
ME
,
Mani
I
,
Malik
S
,
Hewitt
B
,
Peyyety
V
,
Arslanian
S
.
Race- and neighborhood-related disparities spanning the COVID-19 pandemic: trajectories of combined glycemic control and BMI in youth with diabetes
.
Diabetes Care
.
2023
;
46
(
3
):
511
8
.
19.
Auzanneau
M
,
Rosenbauer
J
,
Warncke
K
,
Maier
W
,
Kamrath
C
,
Hofmann
T
, et al
.
Frequency of ketoacidosis at diagnosis of pediatric type 1 diabetes associated with socioeconomic deprivation and urbanization: results from the German multicenter DPV registry
.
Diabetes Care
.
2022
;
45
(
8
):
1807
13
.
20.
Wolfsdorf
JI
,
Glaser
N
,
Agus
M
,
Fritsch
M
,
Hanas
R
,
Rewers
A
, et al
.
ISPAD clinical practice consensus guidelines 2018: diabetic ketoacidosis and the hyperglycemic hyperosmolar state
.
Pediatr Diabetes
.
2018
;
19
(
Suppl 27
):
155
77
.
21.
Michalski
N
,
Reis
M
,
Tetzlaff
F
,
Herber
M
,
Kroll
LE
,
Hövener
C
, et al
.
German index of socioeconomic deprivation (GISD): revision, update and applications
.
J Health Monit
.
2022
;
7
(
Suppl 5
):
2
23
.
22.
Gesuita
R
,
Maffeis
C
,
Bonfanti
R
,
Cardella
F
,
Citriniti
F
,
D’Annunzio
G
, et al
.
Socioeconomic inequalities increase the probability of ketoacidosis at diagnosis of type 1 diabetes: a 2014–2016 nationwide study of 2,679 Italian children
.
Front Pediatr
.
2020
;
8
:
575020
.
23.
Atkinson
J
,
Salmond
C
,
Crampton
P
.
NZDep2018 index of deprivation
.
Wellington
:
Department of Public Health, University of Otago
;
2019
.
24.
Zadnik
V
,
Guillaume
E
,
Lokar
K
,
Žagar
T
,
Primic Žakelj
M
,
Launoy
G
, et al
.
Slovenian version of the European deprivation index at municipal level
.
Zdr Varst
.
2018
;
57
(
2
):
47
54
.
25.
Robert Graham Center
. Social deprivation index (SDI). [Internet]. [cited 2024 Aug 16]. Available from: https://www.graham-center.org/content/brand/rgc/maps-data-tools/social-deprivation-index.html
26.
Welsh index of multiple deprivation
. [Internet]. [cited 2024 Jul 19]. Available from: https://statswales.gov.wales/Catalogue/Community-Safety-and-Social-Inclusion/Welsh-Index-of-Multiple-Deprivation
27.
Cherubini
V
,
Grimsmann
JM
,
Åkesson
K
,
Birkebæk
NH
,
Cinek
O
,
Dovč
K
, et al
.
Temporal trends in diabetic ketoacidosis at diagnosis of paediatric type 1 diabetes between 2006 and 2016: results from 13 countries in three continents
.
Diabetologia
.
2020
;
63
(
8
):
1530
41
.
28.
Jensen
ET
,
Stafford
JM
,
Saydah
S
,
D’Agostino
RB
,
Dolan
LM
,
Lawrence
JM
, et al
.
Increase in prevalence of diabetic ketoacidosis at diagnosis among youth with type 1 diabetes: the SEARCH for diabetes in youth study
.
Diabetes Care
.
2021
:
dc200389
.
29.
Glaser
N
,
Fritsch
M
,
Priyambada
L
,
Rewers
A
,
Cherubini
V
,
Estrada
S
, et al
.
ISPAD clinical practice consensus guidelines 2022: diabetic ketoacidosis and hyperglycemic hyperosmolar state
.
Pediatr Diabetes
.
2022
;
23
(
7
):
835
56
.
30.
Holder
M
,
Ehehalt
S
.
Significant reduction of ketoacidosis at diabetes onset in children and adolescents with type 1 diabetes-The Stuttgart Diabetes Awareness Campaign, Germany
.
Pediatr Diabetes
.
2020
;
21
(
7
):
1227
31
.
31.
Hummel
S
,
Carl
J
,
Friedl
N
,
Winkler
C
,
Kick
K
,
Stock
J
, et al
.
Children diagnosed with presymptomatic type 1 diabetes through public health screening have milder diabetes at clinical manifestation
.
Diabetologia
.
2023
;
66
(
9
):
1633
42
.
32.
Sooy
M
,
Pyle
L
,
Alonso
GT
,
Broncucia
HC
,
Rewers
A
,
Gottlieb
PA
, et al
.
Lower prevalence of diabetic ketoacidosis at diagnosis in research participants monitored for hyperglycemia
.
J Clin Endocrinol Metab
.
2024
:
dgae158
.
33.
Daniel
R
,
Jones
H
,
Gregory
JW
,
Shetty
A
,
Francis
N
,
Paranjothy
S
, et al
.
Predicting type 1 diabetes in children using electronic health records in primary care in the UK: development and validation of a machine-learning algorithm
.
Lancet Digit Health
.
2024
;
6
(
6
):
e386
95
.
You do not currently have access to this content.