Abstract
Background
Good medical care results in long survival for patients with Parkinson’s disease (PD). However, little is known about the burden of PD comorbidity and mortality in Japan. This is the first study to examine comorbid diseases of PD decedents and extrapolate PD death rates from multiple-cause coding mortality data for the total population of Japan.
Methods
Data for 4589 certified deaths due to PD as the underlying cause of death (ICD-10 code: G20) were obtained from the 2008 Japanese vital statistics. Of those, comorbidities listed in the death certificates of 477 randomly selected decedents were analyzed. All diseases or conditions mentioned on death certificates were counted and ranked in descending order of frequency. The death rates (per 100 000 population) from PD were calculated using Japanese National Vital Statistics. The estimated rate of deaths with PD was extrapolated using US death data from a multiple-cause coding system, as no such system is available in Japan, with adjustment for the difference in disease structure between countries.
Results
Average age at death was 80.9 years. The top 5 comorbid diseases ranked as contributory causes of death were cerebrovascular diseases (4.0%), dementia (3.8%), diabetes mellitus (3.6%), malignant neoplasm (2.5%), and heart diseases (2.3%). Overall, the death rates from and with PD were 3.6 and 5.8, respectively.
Conclusions
Analysis restricted to data from the underlying-cause coding system underestimated the national burden of PD comorbidity and mortality. Use of death certificates and multiple-cause mortality data complement the existing system.
Key words: Parkinson’s disease, comorbidity, mortality, causes of death, Japan
INTRODUCTION
Under the Statistics Act of Japan, the Japanese Ministry of Health, Labour and Welfare is charged with overseeing the annual collection of vital statistics surveys to analyze vital events and obtain a basic population data source for policy making on health, labor, and welfare.1 The procedures adhere to international standards for mortality statistics regarding underlying cause of death, which is defined by the World Health Organization as the disease or injury that initiated the train of morbid events leading directly to death or the circumstances of the accident or violence that produced the fatal injury.2 Coders select underlying causes of deaths in accordance with the rules and guidelines on coding for deaths and diseases.3 Overall, underlying cause of death data are reported to capture approximately 90% of deaths mentioned in the death certificates for malignant neoplasms.4–8 Statistics on underlying cause of death can be valuable in describing types of death for which a single primary cause is clinically considered to contribute.
Parkinson’s disease (PD) is a progressive neurodegenerative disorder characterized by the 4 cardinal motor signs of tremor at rest, bradykinesia, rigidity, and postural instability, and by other non-motor clinical manifestations. Average age at onset is approximately 55 years. With the development of various kinds of treatments, the average age at death of patients with PD is now close to that of the general population. Because the disease is incurable, patients survive for a long period, often decades, under medical supervision.9
As with other chronic diseases, the causes of PD death are more likely to represent a number of co-existing conditions among which there may be no direct etiologic chain to facilitate the identification of a single underlying cause. To complement statistics on underlying cause of death, statistics encompassing multiple causes of death have been introduced as standard practice in a number of Western countries. Analysis of multiple cause of death revealed that data on underlying cause of death represent only 30% to 50% of deaths with PD mentioned in death certificates.4,8,10 How can we estimate the national burden of PD comorbidity and mortality without a multiple-cause coding system for mortality statistics in Japan? The present study is the first to examine comorbid diseases of decedents from PD using their death certificates and to extrapolate PD death rates from multiple-cause coding mortality data.
METHODS
Data
Death certificates
There were 4589 Japanese decedents for whom PD was the underlying cause of death in the 2008 vital statistics. To analyze these death certificates, a random sample of decedents was selected, with a 10% probability for each prefecture. There were no significant differences in demographic characteristics between the vital statistics dataset and the sampled death certificates (Table 1).
Table 1. Demographic characteristics of decedents for whom Parkinson’s disease was listed as the underlying cause of death on death certificates (Japan, 2008).
| Characteristics | All decedents | Sampled decedentsa | ||
| (n = 4589) | (n = 477) | |||
| Number or Mean | % or SD | Number or Mean | % or SD | |
| Sex | ||||
| Men | 2124 | 46.3 | 208 | 43.6 |
| Women | 2465 | 53.7 | 269 | 56.4 |
| Ageb | ||||
| Men | 79.5 | 7.2 | 80.1 | 7.2 |
| Women | 82.0 | 7.3 | 82.7 | 6.9 |
| Both | 80.9 | 7.4 | 81.6 | 7.1 |
| Marital status | ||||
| Married | 2380 | 51.9 | 239 | 50.1 |
| Single | 184 | 4.0 | 21 | 4.4 |
| Bereaved | 1865 | 40.6 | 200 | 41.9 |
| Separated | 158 | 3.4 | 17 | 3.6 |
| Unknown | 2 | 0.0 | 0 | 0.0 |
| Occupation | ||||
| Farming | 349 | 7.6 | 48 | 10.1 |
| Self-employed | 242 | 5.3 | 31 | 6.5 |
| Employed | 570 | 12.5 | 60 | 12.5 |
| Other | 302 | 6.6 | 29 | 6.1 |
| Unemployed | 2718 | 59.2 | 266 | 55.8 |
| Unknown | 408 | 8.9 | 43 | 9.0 |
| Place of death | ||||
| Hospital | 3496 | 76.2 | 363 | 76.1 |
| Clinic | 156 | 3.4 | 11 | 2.3 |
| Healthcare facility for the aged |
103 | 2.2 | 15 | 3.1 |
| Nursing home | 325 | 7.1 | 33 | 6.9 |
| Home | 466 | 10.2 | 48 | 10.1 |
| Other | 43 | 0.9 | 7 | 1.5 |
aSampled decedents were randomly selected with a 10% probability from all deaths attributed to Parkinson’s disease, by prefecture, in 2008.
bValues are means and standard deviations (SDs).
Two of the authors (YD and TY) are medical epidemiologists and transcribed all mentioned causes of death from the copied death certificates of the sampled decedents, after obtaining permission to do so from the Statistics and Information Department, Minister’s Secretariat, Ministry of Health, Labour and Welfare, Japan. The transcribed information did not contain any personally identifiable information. Based on standard clinical practice, one author (YD), who has more than 10 years of experience in clinical medicine, classified all mentioned causes of death other than PD into several categories of diseases and medical conditions. The present study was approved in March 2010 by the Institutional Review Board of the National Institute of Public Health, Japan.
Vital statistics
Data for 4589 decedents from PD as the underlying cause of death were extracted from the national mortality database of vital statistics, after obtaining permission from the Statistics and Information Department, Minister’s Secretariat, Ministry of Health, Labour and Welfare, Japan. The International Statistical Classification of Diseases and Related Health Problems 10th Revision (ICD-10) uses the code G20 for PD.2,11 The data used in the present study did not contain any personally identifiable information.
Statistical analysis
Analysis of death certificates
All categorized causes or conditions mentioned, other than PD, in death certificates of the sampled decedents were counted and ranked in descending order of frequency as 1 of 3 types of causes: immediate, intermediate, or contributory. An immediate cause is a final disease or condition resulting in death and is described on the top line in Part (I) of the death certificate. Intermediate causes are diseases, injuries, or complications (other than immediate cause) in the chain of events that directly caused the death and are described in Part (I) of the death certificate. Contributory causes are other significant conditions that contributed to the causes described in Part (I), but did not directly result in those causes. Contributory causes are described in Part (II) of the death certificate.12
Analysis of vital statistics
The number and rate of deaths in individuals for whom PD was listed as the underlying cause of death were calculated according to 5-year age intervals using the Japanese national vital statistics and data on the Japanese population for the year 2008. Currently, there is no multiple-cause coding system in Japan; however, the US Centers for Disease Control and Prevention (CDC) publically releases data on multiple cause-of-death. Therefore, we calculated the number and rate of PD as a multiple cause of death according to sex and age group by weighting the underlying cause of death data from the Japanese national vital statistics in 2008 with multiple cause of death data from publically available US national vital statistics in 2006 (see Appendix).13 The equations, (1)–(3), are as follows: PJAPAN,j(G20|Di) is the proportion of death certificates mentioned with PD to those for Di as the underlying cause of death from disease i in the j-th sex-age-group in Japan; Di is ischemic heart disease (ICD-10: I20–I25), malignant neoplasm (C00–C75), cerebrovascular disease (I60–I69), pneumonia (J10–J18), PD (G20), or other (all other codes). The same is true for PUS,j(G20|Di). PJAPAN,j(G20|Di) = 1 when Di is G20. Otherwise, equation (1) can be used: (1) PJAPAN,j(G20|Di) = , where RJAPAN,j and RUS,j are the death rates from PD as the underlying cause of death in the j-th sex-age-group in Japan and the United States, respectively. Equation (1) is used to adjust for the difference in disease structure between the 2 countries.
Appendix. Number and rate of deaths with Parkinson’s disease mentioned on death certificates, by sex and age group (United States, 2006): Underlying cause of death versus multiple cause of death.
| Age (years) | Underlying cause of death | Multiple cause of death | ||||||||||
| Number of deaths | Rate per 100 000 population |
Number of deaths | Rate per 100 000 population |
|||||||||
| Men | Women | Total | Men | Women | Total | Men | Women | Total | Men | Women | Total | |
| 0–14 | 0 | 1 | 1 | 0.0 | 0.0 | 0.0 | 0 | 2 | 2 | 0.0 | 0.0 | 0.0 |
| 15–24 | 0 | 1 | 1 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 25–34 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 3 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 35–44 | 4 | 1 | 5 | 0.0 | 0.0 | 0.0 | 4 | 4 | 0 | 0.0 | 0.0 | 0.0 |
| 45–54 | 36 | 16 | 52 | 0.2 | 0.1 | 0.1 | 67 | 30 | 97 | 0.3 | 0.1 | 0.2 |
| 55–64 | 251 | 130 | 381 | 1.7 | 0.8 | 1.2 | 450 | 239 | 689 | 3.0 | 1.5 | 2.2 |
| 65–74 | 1512 | 783 | 2295 | 17.4 | 7.6 | 12.1 | 2677 | 1359 | 4036 | 30.9 | 13.3 | 21.3 |
| 75–84 | 5517 | 3544 | 9061 | 104.1 | 45.7 | 69.5 | 9665 | 6147 | 15 812 | 182.4 | 79.3 | 121.2 |
| 85+ | 3894 | 3741 | 7635 | 230.7 | 103.7 | 144.1 | 6860 | 6809 | 13 669 | 406.3 | 188.7 | 258.1 |
| Total | 11 214 | 8217 | 19 431 | 7.6 | 5.4 | 6.5 | 19 726 | 14 590 | 34 316 | 13.4 | 9.6 | 11.5 |
Note: The data source is multiple cause of death data from publically available US national vital statistics (see reference 13).
Then, the number of multiple-cause deaths from PD in the death certificate with Di as the underlying cause of death in the j-th sex-age-group, Mi,j, is estimated as: (2) Mi,j = Ni,j × PJAPAN,j(G20|Di), where Ni,j is the number of the underlying cause of death from Di in the j-th sex-age-group. The number of the multiple cause of death from PD in the j-th sex-age-group, Mj, is obtained by summing Mi,j for all underlying causes of death as: (3) . The sex- and age-specific rates of multiple-cause of deaths from PD were calculated by dividing Mj by the corresponding sex- and age-specific Japanese population for the year 2008. The multiple cause of death rates, by sex and in total, were calculated from the corresponding numbers of summed multiple-cause deaths and populations.
RESULTS
Mean age at death among PD decedents was 79.5 years for men, which exceeded the average life expectancy of men in the general population (79.3 years), and 82.0 years for women, which was lower than that of women in the general population (86.1 years; Table 1).
Table 2 shows all causes or conditions mentioned, other than PD, in the death certificates of 477 decedents. The 5 most frequent comorbid diseases listed as contributory causes of death were cerebrovascular diseases, dementia, diabetes mellitus, malignant neoplasm, and heart diseases. The most common immediate or intermediate cause of death was aspiration or suffocation that caused pneumonia, respiratory failure, or multiple organ failure leading to death.
Table 2. All causes or conditions mentioned, other than Parkinson’s disease, in death certificates of 477 decedents randomly selected from 4589 deaths due to Parkinson’s disease as the underlying cause of death (Japan, 2008).
| Immediate causesa | Number | % | Intermediate causesb | Number | % | Contributory causesc | Number | % |
| Aspiration or suffocation | 106 | 22.2 | Aspiration or suffocation | 64 | 13.4 | Cerebrovascular diseases | 19 | 4.0 |
| Pneumonia | 70 | 14.7 | Senile deterioration | 8 | 1.7 | Dementia | 18 | 3.8 |
| Respiratory failure | 61 | 12.8 | Pneumonia | 8 | 1.7 | Diabetes mellitus | 17 | 3.6 |
| Senile deterioration | 52 | 10.9 | Dementia | 5 | 1.0 | Malignant neoplasms | 12 | 2.5 |
| Heart diseases | 30 | 6.3 | Cerebrovascular diseases | 4 | 0.8 | Heart diseases | 11 | 2.3 |
| Multiple organ failure | 12 | 2.5 | Respiratory failure | 4 | 0.8 | Lung diseases | 10 | 2.1 |
| CO2 narcosis or hypoxemia | 9 | 1.9 | Lung diseases | 3 | 0.6 | Infection, sepsis or DIC | 8 | 1.7 |
| Infection, sepsis or DIC | 5 | 1.0 | Heart diseases | 3 | 0.6 | Hypertension or hypotension | 8 | 1.7 |
| Renal diseases | 3 | 0.6 | Neuroleptic malignant syndrome | 2 | 0.4 | Diseases of the gastrointestinal tract | 8 | 1.7 |
| Lung diseases | 2 | 0.4 | Mental disorders | 2 | 0.4 | Fracture | 6 | 1.3 |
| Neuroleptic malignant syndrome | 2 | 0.4 | Infection, sepsis or DIC | 2 | 0.4 | Connective tissue diseases | 6 | 1.3 |
| Cerebrovascular diseases | 2 | 0.4 | Disuse syndrome | 2 | 0.4 | Diseases of arteries or arterioles | 4 | 0.8 |
| Diseases of the gastrointestinal tract | 1 | 0.2 | Diseases of the gastrointestinal tract | 2 | 0.4 | Senile deterioration | 4 | 0.8 |
| Disuse syndrome | 1 | 0.2 | CO2 narcosis or hypoxemia | 2 | 0.4 | Pneumonia | 4 | 0.8 |
| Unknown | 1 | 0.2 | Renal diseases | 1 | 0.2 | Mental disorders | 4 | 0.8 |
| Hypertension or hypotension | 1 | 0.2 | Lung diseases | 4 | 0.8 | |||
| Diabetes mellitus | 1 | 0.2 | Disuse syndrome | 4 | 0.8 | |||
| Decubitus ulcer | 1 | 0.2 | Aspiration or suffocation | 3 | 0.6 | |||
| Anemia or hypoalbuminemia | 1 | 0.2 | Liver diseases | 3 | 0.6 | |||
| Decubitus ulcer | 3 | 0.6 | ||||||
| Respiratory failure | 1 | 0.2 | ||||||
| Anemia or hypoalbuminemia | 1 | 0.2 |
Abbreviation: DIC, disseminated intravascular coagulation.
aAn immediate cause is a final disease or condition resulting in death, described on the top line in Part (I) of the death certificate.
bIntermediate causes are diseases, injuries, or complications, other than immediate causes, in the chain of events that directly cause death, as described in Part (I) of the death certificate.
cContributory causes are other significant conditions that contribute to the causes cited in Part (I), but do not directly result in those causes; they are described in Part (II) of the death certificate.
Table 3 shows the death rates per 100 000 population according to underlying and multiple cause of death. Both rates increased with age, from 0.5 and 0.7, respectively, in those aged 55 to 64 years to 40.8 and 71.3 in those aged 85 years or older. The overall death rate estimated from extrapolation of US data on multiple-cause deaths was approximately 1.6 times that obtained from Japanese data on underlying cause of death: 5.8 versus 3.6, respectively.
Table 3. Number and rate of Parkinson’s disease deaths, based on national vital statistics, by sex and age group (Japan, 2008): Underlying cause of death versus multiple cause of death.
| Age (years) | Underlying cause of death | Multiple cause of deatha | ||||||||||
| Number of deaths | Rate per 100 000 population |
Estimated number of deaths | Estimated rate per 100 000 population |
|||||||||
| Men | Women | Total | Men | Women | Total | Men | Women | Total | Men | Women | Total | |
| 0–14 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 15–24 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 25–34 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
| 35–44 | 2 | 1 | 3 | 0.0 | 0.0 | 0.0 | 2 | 2 | 4 | 0.0 | 0.0 | 0.0 |
| 45–54 | 6 | 7 | 13 | 0.1 | 0.1 | 0.1 | 9 | 10 | 19 | 0.1 | 0.1 | 0.1 |
| 55–64 | 53 | 32 | 85 | 0.6 | 0.3 | 0.5 | 83 | 45 | 128 | 0.9 | 0.5 | 0.7 |
| 65–74 | 381 | 297 | 678 | 5.4 | 3.7 | 4.5 | 623 | 407 | 1030 | 8.8 | 5.1 | 6.9 |
| 75–84 | 1187 | 1214 | 2401 | 29.4 | 21.2 | 24.6 | 2023 | 1769 | 3792 | 50.1 | 30.9 | 38.8 |
| 85+ | 495 | 914 | 1409 | 52.4 | 36.4 | 40.8 | 911 | 1549 | 2461 | 96.5 | 61.8 | 71.3 |
| Total | 2124 | 2465 | 4589 | 3.4 | 3.8 | 3.6 | 3652 | 3782 | 7434 | 5.9 | 5.8 | 5.8 |
aThe estimated number and rate of multiple-cause PD deaths were calculated according to sex and age group by weighting data on underlying cause of death from 2008 Japanese national vital statistics with multiple cause of death data from publically available 2006 US national vital statistics (see reference 13).
DISCUSSION
Death certificate analysis
Our most noteworthy finding was that dementia and diabetes mellitus appeared together with the 3 leading causes of death—cerebrovascular disease, malignant neoplasm and heart disease—as comorbid diseases in a representative sample of the Japanese PD population. Because our analysis was able to detect chronic diseases and conditions that, while not fatal by themselves, could contribute to causing death, diabetes mellitus was highly ranked in our death certificate analysis, even though it is not among the 10 leading causes of death in the underlying-cause coding system of Japanese vital statistics. Much the same was true for dementia. Dementia is a major long-term cause of disability in people with PD and is reported in 30% to 80% of individuals with PD.14 The value observed in the present study, 4.8%, was quite low. This difference between studies may be due to differences in methods. The high prevalence of dementia in PD patients was mostly reported in clinical studies of PD patients who had undergone comprehensive neuropsychological assessment. Oral health, which is important in PD,15 was not mentioned anywhere in the death certificates of the present study.
Death certificate analysis has limitations. First, there is no multiple-cause coding system in Japan. Therefore, it was impossible to obtain death certificates in which PD was mentioned, but was not the underlying cause of death, from the 1.14 million death certificates filed in 2008. It may also be that parts of the analyzed death certificates were incomplete or inaccurate because of the possibility that (1) contributory causes are disregarded in data on underlying cause of death in national mortality statistics, (2) detailed medical records are sometimes unavailable at death, especially for decedents with long periods of morbidity, and (3) physicians sometimes have difficulty in reporting detailed medical information on the death certificates of such decedents.
Analysis of vital statistics
The present study showed that analysis restricted to data on underlying cause of death underestimates PD mortality in Japan. Our estimated number of PD decedents was nearly 60% higher than the number of decedents due to PD as the underlying cause of death.
In the equation used in the present study, the estimates were adjusted for differences in disease structure between the United States and Japan. However, this adjustment could not fully account for racial differences between populations in vulnerabilities and comorbidities regarding PD. Age-standardized PD prevalence and incidence are lower in Japanese studies than in US studies.16 The underlying cause of death as a percentage of multiple cause of death reports was 49% in the US population in 2000–2001 and 56% in the UK population in 2001–2006.4,10 It remains to be seen whether these percentages are accurate for the Japanese population.
Epidemiological implications
To estimate more accurately the national burden of PD comorbidity and mortality, a multidimensional approach is also required for the Japanese population. This approach is not a substitute for, but rather an extension of, existing data on underlying cause of death,5,17,18 and has already been adopted in the United States, the United Kingdom, Sweden, Spain, and France.17–21 The addition of this multiple-cause coding system to the current Japanese system would be an ideal long-term solution. It should also be recognized that, in a multiple-cause coding system, certain epidemiological catchment areas should be designated for the regular collection and release of necessary reference data on comorbidity and mortality statistics. Most importantly, it is essential to maintain the quality of death certificates by enhancing understanding of their importance in the fields of medicine, public health, and health policy.5–7
Conclusion
The present study showed that analysis using only data from the underlying-cause coding system underestimated the national burden of PD comorbidity and mortality. Use of death certificates and multiple-cause mortality data are thus desirable complements to the existing system.
ACKNOWLEDGMENTS
This study was supported by grants from Health and Labour Sciences Research of the Ministry of Health, Labour and Welfare, Japan: Research Committee on Epidemiology of Intractable Diseases and Research Committee on CNS Degenerative Diseases of Intractable Diseases.
Conflicts of interest: None declared.
REFERENCES
- 1.Statistics and Information Department, Minister’s Secretariat, Ministry of Health, Labour and Welfare, Japan. Vital statistics of Japan 2008 volume 1. Tokyo: Statistics and Information Department, Ministry of Health, Labour and Welfare, Japan; 2010 (in Japanese). [Google Scholar]
- 2.Geneva: World Health Organization [cited 2010 Aug 25]. Available from http://www.who.int/healthinfo/statistics/mortdata/en/
- 3.Statistics and Information Department, Minister’s Secretariat, Ministry of Health, Labour and Welfare, Japan. Rules and guidelines on coding the causes of deaths and diseases. In: International statistical classification of diseases and related health problems, tenth revision: ICD-10. Tokyo: Health and Welfare Statistics Association; 2004. p. 50–151 (in Japanese). [Google Scholar]
- 4.Redelings MD , Sorvillo F , Simon P. A comparison of underlying cause and multiple causes of death: US vital statistics, 2000–2001 . Epidemiology. 2006;17:100–3 10.1097/01.ede.0000187177.96138.c6 [DOI] [PubMed] [Google Scholar]
- 5.Israel RA , Rosenberg HM , Curtin LR. Analytical potential for multiple cause-of-death data . Am J Epidemiol. 1986;124:161–79 [DOI] [PubMed] [Google Scholar]
- 6.Chamblee RF , Evans MC. New dimensions in cause of death statistics . Am J Public Health. 1982;72:1265–70 10.2105/AJPH.72.11.1265 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Dorn HF , Moriyama IM. Uses and significance of multiple cause tabulations for mortality statistics . Am J Public Health Nations Health. 1964;54:400–6 10.2105/AJPH.54.3.400 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Goldacre MJ , Duncan ME , Cook-Mozaffari P , Griffith M. Trends in mortality rates comparing underlying-cause and multiple-cause coding in an English population 1979–1998 . J Public Health Med. 2003;25:249–53 10.1093/pubmed/fdg058 [DOI] [PubMed] [Google Scholar]
- 9.Disease Prevention Study Group. Parkinson’s disease. In: Disease Prevention Study Group, editor. Guidelines of diagnoses and treatments for intractable diseases. 3rd ed. Tokyo: Tokyo Roppo Publishing; 2005. p. 249–69 (in Japanese). [Google Scholar]
- 10.Goldacre MJ , Duncan M , Griffith M , Turner MR. Trends in death certification for multiple sclerosis, motor neuron disease, Parkinson’s disease and epilepsy in English populations 1979–2006 . J Neurol. 2010;257:706–15 10.1007/s00415-009-5392-z [DOI] [PubMed] [Google Scholar]
- 11.Statistics and Information Department, Minister’s Secretariat, Ministry of Health, Labour and Welfare, Japan. Vital statistics of Japan 2008 volume 2. Tokyo: Statistics and Information Department, Ministry of Health, Labour and Welfare, Japan; 2010 (in Japanese). [Google Scholar]
- 12.Statistics and Information Department, Minister’s Secretariat, Ministry of Health, Labour and Welfare, Japan. Manual to fill in a death certificate. Available from http://www.mhlw.go.jp/toukei/manual/dl/manual.pdf (in Japanese).
- 13.Atlanta: Centers for Disease Prevention and Control, the United States of America [cited 2010 Aug 13]. Available from http://wonder.cdc.gov/
- 14.Obeso JA , Rodriguez-Oroz MC , Goetz CG , Marin C , Kordower JH , Rodriguez M , et al. Missing pieces in the Parkinson’s disease puzzle . Nat Med. 2010;16:653–61 10.1038/nm.2165 [DOI] [PubMed] [Google Scholar]
- 15.Nakayama Y , Washio M , Mori M. Oral health conditions in patients with Parkinson’s disease . J Epidemiol. 2004;14:143–50 10.2188/jea.14.143 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Muangpaisan W , Hori H , Brayne C. Systematic review of the prevalence and incidence of Parkinson’s disease in Asia . J Epidemiol. 2009;19:281–93 10.2188/jea.JE20081034 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Goodman RA , Manton KG , Nolan TF Jr , Bregman DJ , Hinman AR. Mortality data analysis using a multiple-cause approach . JAMA. 1982;247:793–6 10.1001/jama.247.6.793 [DOI] [PubMed] [Google Scholar]
- 18.Weed JA Vital statistics in the United States: preparing for the next century . Popul Index. 1995;61:527–39 10.2307/3645558 [DOI] [PubMed] [Google Scholar]
- 19.Lindahl BI , Johansson LA. Multiple cause-of-death data as a tool for detecting artificial trends in the underlying cause statistics: a methodological study . Scand J Soc Med. 1994;22:145–58 [DOI] [PubMed] [Google Scholar]
- 20.Tardon AG , Zaplana J , Hernandez R , Cueto A. Usefulness of the codification of multiple causes of death in mortality statistics . Int J Epidemiol. 1995;24:1132–7 10.1093/ije/24.6.1132 [DOI] [PubMed] [Google Scholar]
- 21.Romon I , Jougla E , Balkau B , Fagot-Campagna A. The burden of diabetes-related mortality in France in 2002: an analysis using both underlying and multiple causes of death . Eur J Epidemiol. 2008;23:327–34 10.1007/s10654-008-9235-5 [DOI] [PubMed] [Google Scholar]
