Correlation between health‐care costs and salivary tests. (17th May 2013)
- Record Type:
- Journal Article
- Title:
- Correlation between health‐care costs and salivary tests. (17th May 2013)
- Main Title:
- Correlation between health‐care costs and salivary tests
- Authors:
- Kakuta, Erika
Nomura, Yoshiaki
Naono, Yoshinobu
Koresawa, Keizo
Shimizu, Keita
Hanada, Nobuhiro - Abstract:
- Abstract : The burden of health‐care costs relative to gross domestic product in Japan is increasing. A large percentage (7.6% in 2009) of the Japanese gross domestic product has been spent on health care, and this percentage has been increasing annually. Soaring health‐care costs have been recognised as a serious social problem. In this study, we attempted to estimate the relationship between periodontal disease and health‐care costs. Subjects consisted of teachers and staff members (35 men, 26 women; mean age, 45 ± 9 years) from two high schools. The salivary levels of lactate dehydrogenase and haemoglobin were adopted as biomarkers to assess periodontal disease. After salivary tests, data for the health‐care costs over the subsequent 6 months were provided by the mutual association of the public schools on an individual basis. Curve‐fit estimations were then performed where health‐care costs were used as a dependent variable and age or salivary levels of haemoglobin or lactate dehydrogenase were used as independent variables. However, no good fitness was obtained. Subsequently, multilayer perceptron neural networks were applied. With the neural networks, good fitness was obtained by using lactate dehydrogenase as an independent variable. The results of this study show that oral health, particularly periodontal disease, is correlated with total health‐care costs. The data presented in this study suggests that, from the perspective of both oral and systemic health, oralAbstract : The burden of health‐care costs relative to gross domestic product in Japan is increasing. A large percentage (7.6% in 2009) of the Japanese gross domestic product has been spent on health care, and this percentage has been increasing annually. Soaring health‐care costs have been recognised as a serious social problem. In this study, we attempted to estimate the relationship between periodontal disease and health‐care costs. Subjects consisted of teachers and staff members (35 men, 26 women; mean age, 45 ± 9 years) from two high schools. The salivary levels of lactate dehydrogenase and haemoglobin were adopted as biomarkers to assess periodontal disease. After salivary tests, data for the health‐care costs over the subsequent 6 months were provided by the mutual association of the public schools on an individual basis. Curve‐fit estimations were then performed where health‐care costs were used as a dependent variable and age or salivary levels of haemoglobin or lactate dehydrogenase were used as independent variables. However, no good fitness was obtained. Subsequently, multilayer perceptron neural networks were applied. With the neural networks, good fitness was obtained by using lactate dehydrogenase as an independent variable. The results of this study show that oral health, particularly periodontal disease, is correlated with total health‐care costs. The data presented in this study suggests that, from the perspective of both oral and systemic health, oral health can be a signpost in well‐being and health promotion. … (more)
- Is Part Of:
- International dental journal. Volume 63:Number 5(2013:Oct.)
- Journal:
- International dental journal
- Issue:
- Volume 63:Number 5(2013:Oct.)
- Issue Display:
- Volume 63, Issue 5 (2013)
- Year:
- 2013
- Volume:
- 63
- Issue:
- 5
- Issue Sort Value:
- 2013-0063-0005-0000
- Page Start:
- 249
- Page End:
- 253
- Publication Date:
- 2013-05-17
- Subjects:
- Salivary test -- health‐care cost -- haemoglobin -- lactate dehydrogenase -- metabolic syndrome
Dentistry -- Periodicals
Dentistry -- Periodicals
617.6005 - Journal URLs:
- http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1875-595X ↗
http://www.ada.org/ada/international/fdijournal.html ↗
http://www.atypon-link.com/openurl?genre=journal&stitle=indj ↗
https://www.sciencedirect.com/journal/international-dental-journal ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1111/idj.12040 ↗
- Languages:
- English
- ISSNs:
- 0020-6539
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
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- 1242.xml