Sbu • Statens beredning för medicinsk utvärdering The Swedish Council on Technology Assessment in Health Care



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Author

Year,  

reference

Country

Sample, n

Age (yrs)  

at start

Teeth 

tested

Caries 

preval-

ence at 

start

Obs 

time 

(yrs)

Drop- 

out (%)

Explained

Diag-

nostic 

criteria

Exam-

iner (n)

Relia-

bility

Predictor  

variables

Validating 

criteria

Statist-

ical  

methods

Results

Sensitivity  

and specificity

Study 

quality and 

relevance

Comments

Alaluusua 

et al

1994 [20]



Finland

Convenience 

sample: mot-

hers attending 

a public dental 

clinic in a small 

urban town,

Orimattila

n: 92

Age: 1.5


Primary

8% had


≥1 initial 

caries 


lesion

1.5


22

Own


1 exam-

iner


No

Mothers’ DMFT,

salivary MS, child’s

use of nursing bottle, 

child’s visible plaque

on all 4 labial sur- 

faces of upper 

incisors


Any dfs 

including ini-

tial lesions

Proportion 

high risk: 

18% (visible

plaque), 36%

(nursing

bottle)

Se, Sp, 


accuracy

Visible plaque best 

predictor

Se: 83%, Sp: 92%



Mother’s DMFT (MS)

Se: 46% (54%);  

Sp: 82% (75%)

Use of nursing bottle

Se: 85%; Sp: 72%

Low

Retrospect-



ive, popu-

lation not 

specified

Ekman


1990 [64]

Sweden


All Finnish 

children in 

Luleå born in

1974–1975

n: 70

Age: 5


Primary

dmfs: 9.1

3

30

Koch 



1967

BW

1 exam-



iner

Yes


Caries experience 

primary teeth, 

parents dental  

status


dft value not 

stated


Parent: full 

denture


yes/no

Proportion 

high risk: 25 

or 30%


Se, Sp, 

PPV, NPV


>dmfs

25%

Se: 47%; Sp: 80%;

PPV: 0.39; NPV: 0.85

30%

Se: 59%; Sp: 73%



Parent full denture

Se: 71%; Sp: 82%;

PPV: 0.75; NPV: 0.88

Low


Small sample 

validating 

criteria for 

caries not 

stated

Holbrook 



et al

1993 [22]

Iceland

10% of target



population in 

Reykjavik

n: 158

Age: 4


Primary 

and per-


manent

dft: 2.4


dfs: 3.3

2

30 (be-



tween 4

and 6)


Not ana-

lysed


+55%

intention-

to-treat

Möller &

Poulsen 

1973


No BW

2 exam-


iners

Yes


Misuse of sugar,

fluoride use, MS,

LB, baseline caries

(dmfs >0), antibiotic

use, combinations of 

these variables

≥1 DMFS in

permanent 

teeth, ≥3 

dmfs total 

score, ≥4 

dmfs/DMFS

Proportion 

high risk: 

35%

Se, Sp, 


PPV, NPV,

log regres-

sion, OR

Model all combined

Se: 80%; Sp: 78%;

PPV: 0.76; NPV: 0.82

Best single predictor

Baseline caries

Se: 91%; Sp: 61%;

PPV: 0.48; NPV: 0.94

MS

Se: 24%; Sp: 93%;

PPV: 0.75; NPV: 0.58

LB

Se: 10%; Sp: 100%

(NS)

Misuse of sugar

Se: 45%; Sp: 93%

Low

Large drop-



out rate

The table continues on the next page

K A R I E S   –   d I A G N O S T I K ,   R I S K B E d ö M N I N G   O C H   I C K E - I N vA S I v   B E H A N d L I N G

232


Author

Year,  

reference

Country

Sample, n

Age (yrs)  

at start

Teeth 

tested

Caries 

preval-

ence at 

start

Obs 

time 

(yrs)

Drop- 

out (%)

Explained

Diag-

nostic 

criteria

Exam-

iner (n)

Relia-

bility

Predictor  

variables

Validating 

criteria

Statist-

ical  

methods

Results

Sensitivity  

and specificity

Study 

quality and 

relevance

Comments

Levy et al

2003 [65]

All children 

from 8 Iowa

hospitals 

1992–1995

n: 291


Age: Birth

Primary


23% had

caries at 

ages 4–6

4–6


Not 

stated 


(54%,

calcula-


ted from 

Marshall

2003)

Warren 


2002

No BW


2 exam-

iners


Yes

Fluoride in water,

diet: Various sugar-

containing drinks, 

water, milk, gender

dfs=0 vs dfs

>0

Proportion 



high risk: 

Not stated

Log reg-

ression, 

OR, AUC

Significant OR

Brushings/day from

age 3–4: 0.70

Water consumption 

from age 3–4: 0.57

Milk consumption

during 3rd year: 0.69

Sugared beverage vs 

milk consumption 

during 1st year: 1.7

AUC: 0.69

Low


Large  

drop-out.

No Se, Sp

Li et al


2002 [66]

China


Random

sample from 

village outside 

Beijing start

1992

n: 362


Age: Mean 3.5

Permanent

dmft at 

start: 


5.5–6.7

(11.7



at 

end)


28

WHO


No BW

2 exam-


iners

Yes


Baseline caries, dif-

ferent tooth types

any molar, all molars

≥1 DFT


Proportion 

high risk: 

About 1/3

Se, Sp, RR

dmft ≥10: RR 3.5

Best for caries in all 

mandibular molars

Se: 48%; Sp: 78%;

PPV: 0.51, accuracy:

0.66


Low

Too long 

follow-

up time. 



Important

confounders 

not inclu-

ded little 

bias from 

treatment 

however!

Marshall et al

2003 [67]

USA


Cohort fol-

lowed from

birth – Iowa

Fluoride study

n: 396

Age: Birth



Primary

dft not 


stated

5

38



Not 

explained

Pitts 

1988, 


1997

No BW


Exam-

iners not 

stated

No

Regular soda pop,



regular beverages 

from powder

Any dentine 

caries


Proportion 

high risk: 

Not stated

Log reg-


ression, 

OR

Significant OR for 



1–5 yrs combined

Age at dental exam: 

3.2

Regular soda pop,



high intake: 2.2

Regular beverages

from powder, high

intake: 2.0

Low

Diagnostic



procedures 

unclear, 

important 

confounders 

not included

Table 5.2 continued


233

K A P I T E L   5   •   r I s K b E d ö M n I n g



Author

Year,  

reference

Country

Sample, n

Age (yrs)  

at start

Teeth 

tested

Caries 

preval-

ence at 

start

Obs 

time 

(yrs)

Drop- 

out (%)

Explained

Diag-

nostic 

criteria

Exam-

iner (n)

Relia-

bility

Predictor  

variables

Validating 

criteria

Statist-

ical  

methods

Results

Sensitivity  

and specificity

Study 

quality and 

relevance

Comments

Levy et al

2003 [65]

All children 

from 8 Iowa

hospitals 

1992–1995

n: 291


Age: Birth

Primary


23% had

caries at 

ages 4–6

4–6


Not 

stated 


(54%,

calcula-


ted from 

Marshall

2003)

Warren 


2002

No BW


2 exam-

iners


Yes

Fluoride in water,

diet: Various sugar-

containing drinks, 

water, milk, gender

dfs=0 vs dfs

>0

Proportion 



high risk: 

Not stated

Log reg-

ression, 

OR, AUC

Significant OR

Brushings/day from

age 3–4: 0.70

Water consumption 

from age 3–4: 0.57

Milk consumption

during 3rd year: 0.69

Sugared beverage vs 

milk consumption 

during 1st year: 1.7

AUC: 0.69

Low


Large  

drop-out.

No Se, Sp

Li et al


2002 [66]

China


Random

sample from 

village outside 

Beijing start

1992

n: 362


Age: Mean 3.5

Permanent

dmft at 

start: 


5.5–6.7

(11.7



at 

end)


28

WHO


No BW

2 exam-


iners

Yes


Baseline caries, dif-

ferent tooth types, 

any molar, all molars

≥1 DFT


Proportion 

high risk: 

About 1/3

Se, Sp, RR

dmft ≥10: RR 3.5

Best for caries in all 

mandibular molars

Se: 48%; Sp: 78%;

PPV: 0.51, accuracy:

0.66


Low

Too long 

follow-

up time. 



Important

confounders 

not inclu-

ded little 

bias from 

treatment 

however!

Marshall et al

2003 [67]

USA


Cohort fol-

lowed from

birth – Iowa

Fluoride study

n: 396

Age: Birth



Primary

dft not 


stated

5

38



Not 

explained

Pitts 

1988, 


1997

No BW


Exam-

iners not 

stated

No

Regular soda pop,



regular beverages 

from powder

Any dentine 

caries


Proportion 

high risk: 

Not stated

Log reg-


ression, 

OR

Significant OR for 



1–5 yrs combined

Age at dental exam: 

3.2

Regular soda pop,



high intake: 2.2

Regular beverages

from powder, high

intake: 2.0

Low

Diagnostic



procedures 

unclear, 

important 

confounders 

not included

Table 5.2 continued

The table continues on the next page


K A R I E S   –   d I A G N O S T I K ,   R I S K B E d ö M N I N G   O C H   I C K E - I N vA S I v   B E H A N d L I N G

234


Table 5.2 continued

Author

Year,  

reference

Country

Sample, n

Age (yrs)  

at start

Teeth 

tested

Caries 

preval-

ence at 

start

Obs 

time 

(yrs)

Drop- 

out (%)

Explained

Diag-

nostic 

criteria

Exam-

iner (n)

Relia-

bility

Predictor  

variables

Validating 

criteria

Statist-

ical  

methods

Results

Sensitivity  

and specificity

Study 

quality and 

relevance

Comments

Mattila et al

2005 [68]

Finland


Random

sample of 

larger popula-

tion: Mothers

expecting their 

first baby

n: 550

Age: Before 



birth

Primary 


and perma-

nent


dft not 

stated


7

13–15


Collected 

retrospec-

tively from 

records


WHO 

1987


No BW 

(fibre


optic)

Several 


exam-

iners


Yes

Sociodemographic 

factors

Parents: Age, educa-

tion, marital status, 

dental health child’s

dietary and oral 

hygiene factors

dmft/DMFT

≥5

Only high 



risk studied

Proportion 

high risk: 

Not stated

Log reg-

ression, 

OR

Age 5: primary teeth 

3 dmft/year

Mother, previous

caries: OR 2.6

Tooth brushing 

<1/day: OR 1.7

Age 7: permanent 

teeth >0 DMFT

Bedtime after 9 pm, 

(sweets >1/week):

OR 1.9 (2.1)



Age 10: poor dental 

health vs caries-free 

OR

Father, young age: 

2.8

Infrequent  



brushing: 2.9

Primary and per- 

manent teeth

Use of sweets

>1/week: OR 2.7

Low


No true 

prediction 

study. 

Incom-


plete data 

reporting

Ollila et al

1998 [28]

Finland

11 day-care 



centres in 

Oulu, Finland

n: 152

Age: 2.5


Primary

86% caries-

free at 

start, dfs 

not stated

2

17



Own

No BW


Ordinary 

dentists


No

Social class, LB,

candida, use of paci-

fier, nursing bottle, 

breast-feeding, age  

at follow-up

>0 caries

lesions


Proportion 

high risk: 

Not stated

RR

Use of pacifier ≥24 



months: RR 3.5

Nursing bottle ≥24 

months: RR 2.6

LB, candida: RR 1.6,

1.5 (NS)

Low


Important

confounders

not included

Schröder et al

1994 [23]

Sweden


All children 

from 2 health 

centres. Low

caries pre-

valence

n: 181


Age: 1.5

Primary


Caries-free

1.5


13

Explained

Not 

stated


2 exam-

iners


No

MS in saliva, diet,

oral hygiene

Any caries

not defined

Proportion 

high risk: 

varying


Se, Sp, 

PPV, NPV


MS in saliva, diet, 

oral hygiene

Se: 26%, 90%, 12%

Sp: 88%, 15%, 92%

PPV: 0.95, 0.26, 0.35

NPV: 0.46, 0.80, 0.73

Combinations: NS

Low

Incom-


plete data 

reporting



235

K A P I T E L   5   •   r I s K b E d ö M n I n g



Table 5.2 continued

Author

Year,  

reference

Country

Sample, n

Age (yrs)  

at start

Teeth 

tested

Caries 

preval-

ence at 

start

Obs 

time 

(yrs)

Drop- 

out (%)

Explained

Diag-

nostic 

criteria

Exam-

iner (n)

Relia-

bility

Predictor  

variables

Validating 

criteria

Statist-

ical  

methods

Results

Sensitivity  

and specificity

Study 

quality and 

relevance

Comments

Mattila et al

2005 [68]

Finland


Random

sample of 

larger popula-

tion: Mothers

expecting their 

first baby

n: 550

Age: Before 



birth

Primary 


and perma-

nent


dft not 

stated


7

13–15


Collected 

retrospec-

tively from 

records


WHO 

1987


No BW 

(fibre


optic)

Several 


exam-

iners


Yes

Sociodemographic 

factors

Parents: Age, educa-

tion, marital status, 

dental health child’s

dietary and oral 

hygiene factors

dmft/DMFT

≥5

Only high 



risk studied

Proportion 

high risk: 

Not stated

Log reg-

ression, 

OR

Age 5: primary teeth 

3 dmft/year

Mother, previous

caries: OR 2.6

Tooth brushing 

<1/day: OR 1.7

Age 7: permanent 

teeth >0 DMFT

Bedtime after 9 pm, 

(sweets >1/week):

OR 1.9 (2.1)



Age 10: poor dental 

health vs caries-free 

OR

Father, young age: 

2.8

Infrequent  



brushing: 2.9

Primary and per- 

manent teeth

Use of sweets

>1/week: OR 2.7

Low


No true 

prediction 

study. 

Incom-


plete data 

reporting

Ollila et al

1998 [28]

Finland

11 day-care 



centres in 

Oulu, Finland

n: 152

Age: 2.5


Primary

86% caries-

free at 

start, dfs 

not stated

2

17



Own

No BW


Ordinary 

dentists


No

Social class, LB,

candida, use of paci-

fier, nursing bottle, 

breast-feeding, age  

at follow-up

>0 caries

lesions


Proportion 

high risk: 

Not stated

RR

Use of pacifier ≥24 



months: RR 3.5

Nursing bottle ≥24 

months: RR 2.6

LB, candida: RR 1.6,

1.5 (NS)

Low


Important

confounders

not included

Schröder et al

1994 [23]

Sweden


All children 

from 2 health 

centres. Low

caries pre-

valence

n: 181


Age: 1.5

Primary


Caries-free

1.5


13

Explained

Not 

stated


2 exam-

iners


No

MS in saliva, diet,

oral hygiene

Any caries

not defined

Proportion 

high risk: 

varying


Se, Sp, 

PPV, NPV


MS in saliva, diet, 

oral hygiene

Se: 26%, 90%, 12%

Sp: 88%, 15%, 92%

PPV: 0.95, 0.26, 0.35

NPV: 0.46, 0.80, 0.73

Combinations: NS

Low

Incom-


plete data 

reporting



The table continues on the next page

K A R I E S   –   d I A G N O S T I K ,   R I S K B E d ö M N I N G   O C H   I C K E - I N vA S I v   B E H A N d L I N G

236


Accuracy = Proportion correct predictions; AUC = Area under the curve; BW = Bitewing;  

dfs = Decayed, filled surfaces (primary teeth); dft = Decayed, filled teeth (primary teeth);  

DFT = Decayed, filled teeth (permanent teeth); dmfs = Decayed, missing, filled surfaces

(primary teeth); DMFS = Decayed, missing, filled surfaces (permanent teeth);  

dmft = Decayed, missing, filled teeth (primary teeth); DMFT = Decayed, missing,  

Author

Year,  

reference

Country

Sample, n

Age (yrs)  

at start

Teeth 

tested

Caries 

preval-

ence at 

start


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