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Structural equation modeling to detect predictors of oral health-related quality of life among Japanese university students: a prospective cohort study

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Abstract

Purpose

This prospective cohort study of Japanese university students aimed to identify factors that might affect oral health-related quality of life (OHRQoL) and longitudinal relationships over a period of 3 years.

Methods

Students (n = 487) provided complete data before entering and 3 years later (before university graduation) participated in the present study. Decayed, missing, and filled teeth (DMFT) scores, community periodontal index, ratios (%) of teeth with bleeding on probing, and malocclusion were determined during oral examinations. The questionnaire addressed age, sex, self-rated oral health, oral health behavior, subjective oral symptoms, and OHRQoL determined using the oral health impact profile (OHIP)-14. Associations were analyzed using structural equation modeling (SEM).

Results

The OHRQoL significantly worsened according to OHIP-14 total score (p = 0.001). The final model in the symptoms of SEM analysis showed that OHRQoL at follow-up positively correlated with OHRQoL at baseline. Self-rated oral health was directly associated with the OHRQoL at baseline (p < 0.05).

Conclusions

This study determined that OHRQoL at baseline was a direct predictor, and that self-rated oral health were indirect predictors of OHRQoL at follow-up among Japanese university students.

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Acknowledgements

The authors are grateful to Dr. Chiaki Inabu (Junpukai Daiku Dental Clinic, Okayama, Japan) for data entry, and to Dr. Tetsuji Azuma (Department of Community Oral Health, Asahi University School of Dentistry, Mizuho, Japan), Dr. Mayu Yamane-Takeuchi, and Dr. Shinsuke Mizutani (Section of Geriatric Dentistry and Perioperative Medicine in Dentistry, Division of Maxillofacial Diagnostic and Surgical Sciences, Faculty of Dental Science, Kyushu University; OBT Research Center, Faculty of Dental Science, Kyushu University, Japan) for data collection.

Funding

This study was self-supported.

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Corresponding author

Correspondence to Daisuke Ekuni.

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All authors declare that they have no conflicts of interest.

Ethical approval

All procedures performed in studies involving human participants were in accordance with the ethical standards of the Ethics Committees at Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences and at Okayama University Hospital, and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.

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Informed consent was obtained from all individual participants included in the study.

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Appendices

Appendix 1: Question items of oral health impact profile-14

Subscale

Question item

Functional limitation

Have you had trouble pronouncing any words because of problems with your teeth, mouth or dentures?

Have you felt that your sense of taste has worsened because of problems with your teeth, mouth or dentures?

Physical pain

Have you had painful aching in your mouth?

Have you found it uncomfortable to eat any foods because of problems with your teeth, mouth or dentures?

Psychological discomfort

Have you felt self-conscious because of problems with your teeth, mouth or dentures?

Have you felt tense because of problems with your teeth, mouth or dentures?

Physical disability

Has your diet been unsatisfactory because of problems with your teeth, mouth or dentures?

Have you had to interrupt meals because of problems with your teeth, mouth or dentures?

Psychological disability

Have you found it difficult to relax because of problems with your teeth, mouth or dentures?

Have you been a bit embarrassed because of problems with your teeth, mouth or dentures?

Social disability

Have you been a bit irritable with other people because of problems with your teeth, mouth or dentures?

Have you had difficulty doing your usual jobs because of problems with your teeth, mouth or dentures?

Handicap

Have you felt that life in general was less satisfying because of problems with your teeth, mouth or dentures?

Have you been totally unable to function because of problems with your teeth, mouth or dentures?

Appendix 2: Change in OHRQoL from baseline to follow-up

Oral health impact profile-14

Self-rated oral health

Total

Very good

Good

Fair

Poor

Very poor

Mean ± standard deviation (SD)

95% confidence interval (CI)

Median

Mean ± SD

95% CI

Median

Mean ± SD

95% CI

Median

Mean ± SD

95% CI

Median

Mean ± SD

95% CI

Median

Mean ± SD

95% CI

Median

Total

2.0 ± 12.1

1.0–3.1

0.0

1.9 ± 12.4

1.2–4.9

0.0

1.7 ± 12.1

0.5–3.9

0.0

3.1 ± 12.8

1.5–4.8

0.0

0.3 ± 5.5

1.2–0.8

0.0

− 6.8 ± 13.2

− 15.2– 1.5

− 2.5

Subscale

 Functional limitation

0.3 ± 1.8

0.2–0.5

0.0

0.3 ± 1.8

− 0.3–0.6

0.0

0.2 ± 1.9

− 0.2–0.5

0.0

0.5 ± 1.8

0.3–0.7

0.0

0.3 ± 0.9

0.0–0.5

0.0

− 1.2 ± 2.4

− 2.7– 0.4

0.0

 Physical pain

0.2 ± 2.0

0.0–0.4

0.0

0.2 ± 1.9

− 0.3–0.6

0.0

0.2 ± 0.9

− 0.1–0.6

0.0

0.3 ± 2.2

0.1–0.6

0.0

− 0.1 ±1.5

− 0.5–0.3

0.0

− 1.4 ± 2.8

− 3.2–0.4

0.0

 Psychological discomfort

0.2 ± 2.0

0.1–0.4

0.0

0.2 ± 2.0

− 0.2–0.8

0.0

0.2 ± 2.0

− 0.2–0.6

0.0

0.4 ± 2.0

0.2–0.7

0.0.

− 0.3 ± 1.5

− 0.7–0.1

0.0

− 1.3 ± 2.5

− 2.9–0.3

− 0.5

Physical disability

0.3 ± 1.8

0.2–0.5

0.0

0.3 ± 2.0

− 0.2–0.7

0.0

0.3 ± 1.8

0.0–0.6

0.0

0.5 ± 2.0

0.2–0.7

0.0

0.2 ± 0.8

0.0–0.4

0.0

− 0.4 ± 0.0

− 1.8–1.0

0.0

 Psychological disability

0.4 ± 1.9

0.3–0.6

0.0

0.5 ± 2.0

0.0–0.9

0.0

0.4 ±1.9

0.0–0.7

0.0

0.6 ± 2.0

0.3–0.8

0.0

0.3 ± 1.0

0.0–0.5

0.0

− 0.6 ± 2.4

− 2.1–0.9

0.0

 Social disability

0.3 ± 1.8

0.2–0.5

0.0

0.3 ± 1.7

− 0.2–0.7

0.0.

0.3 ± 1.8

0.0–0.6

0.0

0.5 ± 2.0

0.2–0.7

0.0

0.2 ± 1.0

− 0.1–0.5

0.0

− 0.4 ± 1.6

− 1.4–0.6

0.0

 Handicap

0.3 ± 1.8

0.1–0.5

0.0

0.2 ± 1.8

− 0.2–0.7

0.0

0.2 ± 1.7

− 0.1–0.5

0.0

0.5 ± 1.9

0.2–0.7

0.0

− 0.2 ± 1.1

− 0.2–0.4

0.0

− 0.9 ± 1.8

− 2.0–0.2

0.0

  1. The values were obtained by subtracting the baseline value from the follow-up value

Appendix 3: Baseline data comparison between follow-up and non-follow-up students

Variable

Follow-up students

(n = 487)

n (%)/mean ± standard deviation (SD)

Non-follow-up students

(n = 1719)

N (%)/mean ± SD

p a

Male

273 (56.1)

1001 (58.2)

0.391

Age (years)

18.23 ± 0.53

18.58 ± 2.23

< 0.001

Self-rated oral health

 ≥ Good

185 (38.0)

612 (35.3)

 

 ≤ Fair

302 (62.0)

1107 (64.4)

0.333

Oral health behavior

 Regular dental checks

  Yes

82 (16.8)

294 (17.1)

0.891

 Dental floss

   

  Yes

66 (13.6)

227 (13.2)

0.842

 Daily frequency of tooth brushing

  ≤ 1

61 (12.5)

239 (13.9)

 

  ≥ 2

426 (87.5)

1480 (86.1)

0.434

Subjective oral symptoms

 Oral pain

  Yes

15 (3.1)

45 (2.6)

0.580

 Recurrent aphthous stomatitis

  Yes

107 (22.0)

352 (20.5)

0.473

 Temporomandibular disorders

  Temporomandibular joint pain

   ≤ Rarely

450 (92.4)

1568 (91.2)

 

   ≥ Sometimes

37 (7.6)

151 (8.8)

0.408

  Clicking

   ≤ Rarely

363 (74.5)

1277 (74.3)

 

   ≥ Sometimes

124 (25.5)

442 (25.7)

0.911

  Difficulty opening mouth

   ≤ Rarely

435 (89.3)

1551 (90.2)

 

   ≥ Sometimes

52 (10.7)

168 (9.8)

0.557

Clinical status

 Decayed, missing, and filled teeth (number)

1.91 ± 2.79

2.17 ± 3.05

0.122

 Community periodontal index

  ≤ 1

173 (35.5)

605 (35.2)

 

  ≥ 2

314 (64.5)

1114 (64.8)

0.893

 Ratio (%) of bleeding on probing

31.15 ± 27.77

34.42 ± 28.17

0.016

 Malocclusion

112 (23.0)

490 (28.5)

0.012

The total score of OHIP-14

2.02 ± 5.95

2.04 ± 5.77

0.900

  1. aMann–Whitney U test, χ2 test

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Saho, H., Ekuni, D., Kataoka, K. et al. Structural equation modeling to detect predictors of oral health-related quality of life among Japanese university students: a prospective cohort study. Qual Life Res 28, 3213–3224 (2019). https://doi.org/10.1007/s11136-019-02251-4

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  • DOI: https://doi.org/10.1007/s11136-019-02251-4

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