This article has Open Peer Review reports available.
Diagnoses indicating pain and analgesic drug prescription in patients with dementia: a comparison to age- and sex-matched controls
© Hoffmann et al.; licensee BioMed Central Ltd. 2014
Received: 6 June 2013
Accepted: 10 February 2014
Published: 12 February 2014
The evidence of undertreatment of pain in patients with dementia is inconsistent. This may largely be due to methodological differences and shortcomings of studies. In a large cohort of patients with incident dementia and age- and sex-matched controls we examined (1) how often they receive diagnoses indicating pain, (2) how often they receive analgesics and (3) in which agents and formulations.
Using health insurance claims data we identified 1,848 patients with a first diagnosis of dementia aged ≥ 65 years and 7,385 age- and sex-matched controls. We analysed differences in diagnoses indicating pain and analgesic drugs prescribed between these two groups within the incidence year. We further fitted logistic regression models and stepwise adjusted for several covariates to study the relation between dementia and analgesics.
On average, patients were 78.7 years old (48% female). The proportions receiving at least one diagnosis indicating pain were similar between the dementia and control group (74.4% vs. 72.5%; p = 0.11). The proportion who received analgesics was higher in patients with dementia in the crude analysis (47.5% vs. 44.7%; OR: 1.12; 95% CI: 1.01-1.24), but was significantly lower when adjusted for socio-demographic variables, care dependency, comorbidities and diagnoses indicating pain (OR: 0.78; 95% CI: 0.68-0.88). Analgesics in liquid form such as metamizole and tramadol were more often used in dementia.
Our findings show a comparable documentation of diagnoses indicating pain in persons with incident dementia compared to those without. However, there still seems to be an undertreatment of pain in patients with dementia. Irrespective of dementia, analgesics seem to be more often prescribed to sicker patients and to control pain in the context of mobility.
Pain is a common symptom in older persons. Findings from clinical and experimental studies show that pain in patients with dementia is as frequent and intense as in patients without dementia, even if less reported . Dementia guidelines often mention pain as a possible cause of ‘Behavioral and Psychological Symptoms of Dementia’ (BPSD) [2, 3]. A recently published study showed that an appropriate treatment of pain in nursing home residents may reduce the incidence of agitation and neuropsychiatric symptoms .
However, there is evidence that pain in dementia may remain undetected due to difficulties in communication [5–8]. Along with problems of detection, there is inconsistent evidence of undertreatment of pain in patients with dementia. Some studies found a lower proportion of painkillers prescribed for dementia patients [8–13], others show no differences for (strong) pain medication [14–16] or even more frequent use in cognitively impaired patients . Haasum et al. show higher use of paracetamol (acetaminophen) in persons with dementia and no differences in the use of any analgesics, opioids and NSAIDs after adjustment for confounders. They interpret their findings as a possible reflection of an ‘increased awareness of pain and pain management in persons with dementia’ in comparison to older studies . A recent Finnish study in turn showed partially different results. There, dementia patients were given fewer opioids, but more often strong opioids (especially fentanyl) .
The diverging results of the cited studies may largely be due to methodological differences and shortcomings. The two more recent Scandinavian studies were population based with a high number of included patients [17, 18]. All the other studies refer to much smaller, mostly nursing home based populations [8–16]. Most studies investigated the use of only some painkiller groups (e.g. only opioids) and all studies included prevalent dementia patients, i.e. dementia patients in very different stages of the disease.
The aim of this study was to investigate in a large cohort of newly diagnosed dementia patients compared to age- and sex-matched controls
the occurrence of pain (and types of diagnoses indicating pain),
the prescribing of analgesics (and which agents and formulations) and
factors associated with the prescription of analgesics within the incidence year.
Design and study population
For this study, we used pseudonymized claims data of the Gmünder ErsatzKasse (GEK), a statutory health insurance company which insured 1.7 million people located in all regions of Germany during the study period (2% of the German population). The data used in this study are not publicly available. Patients with a first diagnosis of dementia in ambulatory medical care between the first quarter of the year 2005 and the first quarter of 2006 were identified. Quarters had to be chosen because they form the basic time period for coding diagnoses in ambulatory care in Germany and only the quarter in which a diagnosis occurred is available in claims data. Patients with incident dementia were included if the following criteria were fulfilled:
age of at least 65 years,
at least one ICD-10 code for dementia from the following list (F00.x, F01.x, F02.0, F02.3, F03, G30.x, G31.0, G31.1, G31.82, G31.9, and R54) in ambulatory medical care in at least 3 of 4 consecutive quarters,
at least 4 quarters free from this diagnoses before and
continuous insurance period of four quarters before and after the first code was recorded.
Furthermore, we matched up to four controls for each patient with incident dementia using the nearest neighbour matching method of the matchit package of the statistical software ‘R’. Matching criteria were sex, year of birth, amount of contacts with physicians, and the number of consulted physicians four quarters before incidence. Thus patients with and without dementia are comparable with regard to ambulatory health care utilisation. Further requirements for the control group were the absence of dementia diagnoses and a continuous insurance period within the 2 years of observation. The quarter in which one of the codes indicating dementia appears for the first time is called the ‘incidence quarter’. The incidence quarter of the controls was that of the case. This and the following 3 quarters are referred to as the ‘incidence year’, forming the study period for all of our following analyses.
Diagnoses indicating pain, analgesic prescribing and covariates
The International Classification of Diseases (ICD-10) lists only few specific pain diagnoses. Thus, relying only on these diagnoses for the identification of patients with pain in claims data would probably underestimate its occurrence. Freytag et al. used classification and regression trees (CART) for the identification of patients with pain based on health insurance claims data . They developed 9 types of pain to which 77.1% of all patients with at least two opioid prescriptions within a one year period could be allocated. By aggregating these 9 pain types and further including unspecific diagnoses, nearly all persons with at least one prescription of tramadol (91.7%) could be identified as patients with pain in a recent analysis . Based on these studies we used the following pain types and ICD-10 diagnoses:
Cancer pain (ICD-10: C20, C34, C64, C77-C80, C85, C90, Z51),
Pain due to arthritis or osteoarthritis (ICD-10: M06, M13, M15-M19, M25),
Pain due to fractures (ICD-10: S12, S22, S32, S42, T02, T08, T91),
Pain due to multimorbidity and care dependency (ICD-10: L89, L97, L98),
Headache (ICD-10: G43, G44, R51),
Neuropathic pain (ICD-10: G50, G54, G56-G58, G62, G63, M79, M89),
Back pain (ICD-10: M43, M45-M51, M53, M54, M81, M82) and
Pain, not elsewhere classified (ICD-10: R52).
At least one of these diagnoses indicating pain had to be documented in ambulatory medical care within the incidence year, or the respective year in controls.
The prescription of drugs within the German statutory health insurances is allowed for all physicians (including general practitioners as well as specialists) working in the ambulatory sector. The hospital sector does not play a notable role in the prescription of drugs. Prescriptions relate to both community-dwelling persons and those living in nursing homes. With some exceptions including over-the-counter (OTC) medications, prescribed drugs are reimbursed by the statutory insurances requiring a co-payment of 10% of the price with a minimum of 5 € and a maximum of 10 € for each prescription. However, co-payment exemptions are available for the chronically ill.
We identified all drugs according to the so-called analgesic ladder of the World Health Organization (WHO). However, acetylsalicylic acid (ASA) and paracetamol were not included in the analyses because both drugs are not reimbursed by the statutory health insurances and are solely bought OTC in Germany. We also studied the route of administration with a special focus on liquid oral and transdermal formulations.
We used two measures of comorbidity: (1) levels of care dependency and (2) the number of prescribed medications. Services from the German long term care insurance are provided to those who require support in their activities of daily living including personal hygiene, eating, mobility and – separate from personal care – housekeeping. There are three levels of care dependency related to the estimated time required for assistance indicating moderate (level I), severe (level II) and severest care dependency (level III) [24, 25]. If care dependency changed within the incidence year we included the highest level in our analyses. Furthermore, it has been shown that the number of distinct medications prescribed performed well as a predictor for health services utilization and mortality in older persons [26, 27]. This easily applicable measure of degree of comorbidity is often used in studies based on claims data [28, 29]. For our analyses, we categorised the number of prescribed medications within the incidence year into quartiles (including all prescriptions filled in pharmacies).
Our main focus lies on differences between patients with and without dementia. After a descriptive characterisation of the study cohort, the proportion of patients with at least one diagnosis indicating pain in the incidence year of dementia or the respective year in those without dementia was estimated. We further compared the agents prescribed to the two groups within the incidence year. The proportions of patients prescribed analgesics were compared on the basis of at least one prescription per patient. We grouped analgesics according to the WHO analgesic ladder as well as to the route of administration. Differences in proportions between the dementia and control group were analysed with the chi-square test.
To study the relation between the prescription of at least one analgesic drug and incident dementia, we fitted logistic regression models and stepwise adjusted for several covariates. First, an univariate analysis was performed (model 1). In model 2, we adjusted for demographic variables and care dependency including age (65–74, 75–84, 85+ years); sex (male, female); level of care dependency (4 categories) and place of residence (nursing home, community-dwelling). For model 3, further comorbidity measures and diagnoses indicating pain were entered in the multivariate model: the quartiles of the numbers of prescribed medications (4 categories) as a proxy for the severity of comorbidity as well as the 8 different pain types (yes, no). Crude and adjusted odds ratios (OR) with 95% confidence intervals (95% CI) were estimated.
We performed all statistical analyses with SAS for Windows version 9.2 (SAS Institute Inc., Cary, NC).
The study was conducted according to the principles expressed in the Declaration of Helsinki. The use of health insurance claims data for scientific research is regulated by the German Code of Social Law (SGB X) and no informed consent has to be obtained. According to the Good Practice of Secondary Data Analysis, a national guideline for the use of administrative databases, no approval of an ethical committee is required .
Characteristics of the study cohort
Baseline characteristics of patients with incident dementia and matched controls
Dementia group (n = 1,848)
Control group (n = 7,385)
Mean age, in years (SD)
Age groups, in years
Level of long term care
Place of residence
Number of prescribed medications; mean (SD)
25th percentile (Q1)
50th percentile (Q2)
75th percentile (Q3)
Types of pain in patients with incident dementia and matched controls
Type of pain
Dementia group (n = 1,848) (in %)
Control group (n = 7,385) (in %)
Pain due to arthritis or osteoarthritis
Pain due to fractures
Pain due to multimorbidity and care dependency
Pain, not elsewhere classified
Total (at least one pain type)
Prescribing of analgesic drugs
Top ten most prescribed analgesic drugs for patients with incident dementia and matched controls
Dementia group (n = 1,848; 4,441 prescriptions)
Control group (n = 7,385; 14,427 prescriptions)
Proportion (in %)
Proportion (in %)
Proportion of patients receiving a prescription for at least one analgesic drug according to WHO ladder and route of administration for patients with incident dementia and matched controls
Dementia group (n = 1,848) (in %)
Control group (n = 7,385) (in %)
WHO step I drugs
WHO step II drugs
WHO step III drugs
Route of administration
Total (at least one analgesic)
Factors associated with prescribing
Logistic regression of factors associated with at least one prescription of analgesic drugs within one year (n = 9,233)
Model 1: ORcrude(95% CI)
Model 2: ORadj.(95% CI)
Model 3: ORadj.(95% CI)
Dementia group (vs. control group)
Female sex (vs. male)
Age groups, in years
Level of long term care
Nursing home residence (vs. community-dwelling)
Number of prescribed medications
Cancer pain (vs. no)
Pain due to arthritis or osteoarthritis (vs. no)
Pain due to fractures (vs. no)
Pain due to multimorbidity and care dependency (vs. no)
Headache (vs. no)
Neuropathic pain (vs. no)
Back pain (vs. no)
Pain, not elsewhere classified (vs. no)
Findings, comparison with other studies and interpretation
We found several interesting results. Diagnoses indicating pain during the year of observation were highly prevalent with no difference between patients with a first diagnosis of dementia and controls. This was also the case when we adjusted for all other covariates in a multivariate analysis (data not shown). This finding might contradict the widespread perception that pain or conditions associated with it often remain undetected in dementia [5–8]. However, pain management still seems to receive less attention in patients with dementia, which is also suggested by a recent study of nursing home residents . Although the probability of receiving at least one analgesic drug was slightly higher for patients with incident dementia in our crude analysis, the results of the adjusted logistic regression show a significantly lower chance for patients with dementia, when controlled for diagnoses indicating pain and comorbidity. Interestingly, this result still remains significant when only adjusting for one of these measures or when excluding antidementia drugs as well as analgesics from the number of prescribed medications in model 3 (data not shown), underlining the robustness of our findings. Therefore, we can conclude that drug treatment is often not initiated for some dementia cases. We also found that the proportion of patients with diagnoses indicating pain was much higher than the proportion of patients with analgesic prescriptions in dementia (74.4% vs. 47.5%) as well as in controls (72.5% vs. 44.7%). An awareness/recognition problem might be an explanation for this finding. Our results further emphasize that comorbidities should be taken into account when prescription patterns are compared between patients with and without dementia.
In contrast to other studies examining the treatment of dementia patients with analgesics [8–16], we investigated a sample with a first diagnosis of dementia. We rather had expected not to find any differences in analgesic prescriptions between patients with and without dementia in this sample, as communication might not be heavily impaired at this stage. Our findings raise the question if differences in pain medication will become even more apparent with the progression of the disease. This longitudinal perspective should be considered in further research.
Previous efforts to improve the management of pain in patients with dementia focused on recommendations for a better detection of pain by physical examination and the assessment of pain using self-report and observational methods [31, 32]. In our study, dementia patients were given less pain medication despite comparable pain related diagnoses. This result suggests that in addition to the difficulties in pain recognition, other factors may influence the decision to start pain medication in patients with dementia. The results of the logistic regression analysis revealed that women, patients with long term care dependency level II, patients with greater comorbidity and pain related to musculoskeletal problems had a greater chance of being prescribed analgesic drugs. Patients with more comorbidities use more medications and receive more often prescriptions of analgesics. A further interpretation might be that pain medication is often prescribed to control pain in the context of mobility. If mobilization is not a primary goal any more, as this is often the case in long term care level III, this can lead to a justified or unjustified reduction of pain medication. Pokela et al. reported a similar association between self-reported mobility and analgesic use in older persons . Studies investigating differences in other medications between patients with and without dementia discussed further explanations for undertreatment: Löppönen et al. found an undermedication for cardiovascular diseases in patients with dementia, especially a less frequent treatment with antithrombotic agents in stroke and beta-blockers in case of hypertension . They forwarded that caution may be an explanation, as older subjects with dementia are known to have an increased risk of falls leading to trauma. In an exploratory German study, Müther et al. found inconclusive results when comparing medications for diabetes, hypertension or hyperlipidemia in patients with dementia compared to controls .
There were noticeable differences in the prescribing habits of analgesics between the two groups with liquid oral substances like metamizole and tramadol as well as transdermal opioids more often used in dementia. The latter finding is in line with the study of Bell et al. . Although morphine, oxycodone, or hydromorphone given by the oral route are recommended as first choice step III opioids, transdermal fentanyl and buprenorphine are alternatives for patients with swallowing problems , as in some cases of advanced dementia. However, transdermal fentanyl is also often used as a first-line step III opioid in patients without these diagnoses in Germany . The frequent use of liquid oral substances and especially metamizole might also be related to swallowing problems in dementia patients. However, metamizole is associated with potentially life-threatening agranulocytosis [38, 39] and caution is indicated, particularly when prescribed over long periods.
Strengths and limitations
Using claims data for research has many advantages but also disadvantages. On the one hand selection bias is reduced, as claims data allow us to study diagnoses indicating pain and analgesics prescriptions in dementia patients irrespective of their current state of health, communication problems, old age, frailty, institutionalisation or location. Also we could control for further patient related factors such as level of care dependency, and the number of prescribed medications as comorbidity measures.
On the other hand, validity of diagnoses should be considered . Although we studied newly diagnosed patients, we know that the coding of dementia diagnoses is made rather late due to taboo, stigmatization, difficulty in the diagnostic process, and poor therapeutic options [41–43]. Therefore, our sample may partially consist of patients in more advanced stages of dementia. This is also suggested by the fact that 24% of the incident cases were already assigned to care levels II and III. We also did not distinguish between different types of dementia as within our data set more than half of the coded dementia diagnoses are F03, unspecified dementia. This is probably due to the fact that a more precise diagnosis is not needed for reimbursement issues, the primary function of claims data. However, pain identification and management of pain should not be severely impaired by the absence of a precise etiological dementia diagnosis. In Germany, validation studies are scarce  and no data on the validity of the dementia diagnosis as well as of the types of pain are available.
It should further be kept in mind that we analyzed diagnoses indicating pain and not pain itself. We do not know if these persons really are in pain and for which indication analgesics were prescribed. Therefore, it was not possible to study the quality of analgesic prescribing and we only used the indicator ‘at least one analgesic’. Furthermore, we do not know whether drugs were prescribed as permanent, acute or as-needed medication, which could be relevant in the case of pain medication . Paracetamol is one of the most used analgesics and in some studies more frequently used in patients with than in those without dementia [15, 17]. Unfortunately we could not analyze its use as it is an OTC drug and not documented in claims data. Some of the included step I drugs (ibuprofen, naproxen, diclofenac) are also available as OTC drugs and only reimbursed - and thus included in claims data - at higher doses. For stage II and III analgesics, we are likely to have a fairly good coverage using claims data. Finally, we used data of one health insurance fund only and there are differences between these funds in Germany, for example with respect to age, sex, socioeconomic status and morbidity [44, 45]. Thus extrapolations of analyses of single funds to the whole German population should be performed with caution. However, there seems to be no obvious reason for treatment differences in patients with dementia between different health insurance funds.
Our findings show a comparable documentation of diagnoses indicating pain in persons with incident dementia compared to those without. However, when taking comorbidity into account, there still seems to be an undertreatment of pain in dementia. This might indicate an awareness/recognition problem. Irrespective of dementia, analgesics seem to be more often prescribed to sicker patients and to control pain in the context of mobility. Special attention concerning pain medication should therefore be paid in immobilized patients, as immobilization can lead to a (justified or not) reduction of pain medication. Prescription of analgesics in transdermal or liquids forms may be alternatives in demented patients who suffer from swallowing disorders, but might cause other problems. Our findings raise the question what further reasons might lead to the undertreatment of pain in dementia and what changes occur in the progression of the disease. This longitudinal perspective should be taken up in further research.
We thank the Gmünder ErsatzKasse (GEK, now BARMER GEK) for providing the data. Preliminary work was funded as part of the German Research Network on Degenerative Dementia (KNDD) by the German Federal Ministry of Education and Research (grants: O1GI0710, 01GI0716, 01GI0717). This study was supported by grants from the Jackstädt-Stiftung. The funders had no role in the study design, or in the collection, analysis, interpretation or presentation of the information.
- Scherder E, Herr K, Pickering G, Gibson S, Benedetti F, Lautenbacher S: Pain in dementia. Pain. 2009, 145 (3): 276-278. 10.1016/j.pain.2009.04.007.View ArticlePubMedGoogle Scholar
- Deutsche Gesellschaft für Allgemeinmedizin und Familienmedizin (DEGAM): Demenz (DEGAM – Leitlinie Nr. 12). 2008, Archived by WebCite® at http://www.webcitation.org/602zx9rh6 Google Scholar
- German Society for Psychiatry and Psychotherapy and German Society for Neurology: S3-Guideline Dementias (in German). 2009, Archived by WebCite® at http://www.webcitation.org/602v301Xg Google Scholar
- Husebo BS, Ballard C, Sandvik R, Nilsen OB, Aarsland D: Efficacy of treating pain to reduce behavioural disturbances in residents of nursing homes with dementia: cluster randomised clinical trial. BMJ. 2011, 343: d4065-10.1136/bmj.d4065.View ArticlePubMedPubMed CentralGoogle Scholar
- Cook AKR, Niven CA, Downs MG: Assessing the pain of people with cognitive impairment. Int J Geriatr Psychiatry. 1999, 14 (6): 421-425. 10.1002/(SICI)1099-1166(199906)14:6<421::AID-GPS932>3.0.CO;2-Y.View ArticlePubMedGoogle Scholar
- Ferrell BA, Ferrell BR, Rivera L: Pain in cognitively impaired nursing home patients. J Pain Symptom Manage. 1995, 10 (8): 591-598. 10.1016/0885-3924(95)00121-2.View ArticlePubMedGoogle Scholar
- Marzinski LR: The tragedy of dementia: clinically assessing pain in the confused nonverbal elderly. J Gerontol Nurs. 1991, 17: 25-28.View ArticlePubMedGoogle Scholar
- Reynolds KS, Hanson LC, DeVellis RF, Henderson M, Steinhauser KE: Disparities in pain management between cognitively intact and cognitively impaired nursing home residents. J Pain Symptom Manage. 2008, 35 (4): 388-396. 10.1016/j.jpainsymman.2008.01.001.View ArticlePubMedGoogle Scholar
- Balfour JE, O’Rourke N: Older adults with Alzheimer disease, comorbid arthritis and prescription of psychotropic medications. Pain Res Manag. 2003, 8 (4): 198-204.View ArticlePubMedGoogle Scholar
- Horgas AL, Tsai PF: Analgesic drug prescription and use in cognitively impaired nursing home residents. Nurs Res. 1998, 47: 235-242. 10.1097/00006199-199807000-00009.View ArticlePubMedGoogle Scholar
- Morrison RS, Siu AL: Survival in end-stage dementia following acute illness. JAMA. 2000, 284 (1): 47-52. 10.1001/jama.284.1.47.View ArticlePubMedGoogle Scholar
- Scherder EJ, Bouma A: Is decreased use of analgesics in Alzheimer disease due to a change in the affective component of pain?. Alzheimer Dis Assoc Disord. 1997, 11 (3): 171-174. 10.1097/00002093-199709000-00010.View ArticlePubMedGoogle Scholar
- de Souto BP, Lapeyre-Mestre M, Vellas B, Rolland Y: Potential underuse of analgesics for recognized pain in nursing home residents with dementia: a cross-sectional study. Pain. 2013, 154 (11): 2427-2431. 10.1016/j.pain.2013.07.017.View ArticleGoogle Scholar
- Husebo BS, Strand LI, Moe-Nilssen R, Borgehusebo S, Aarsland D, Ljunggren AE: Who suffers most? dementia and pain in nursing home patients: a cross-sectional study. J Am Med Dir Assoc. 2008, 9 (6): 427-433. 10.1016/j.jamda.2008.03.001.View ArticlePubMedGoogle Scholar
- Lövheim H, Karlsson S, Gustafson Y: The use of central nervous system drugs and analgesics among very old people with and without dementia. Pharmacoepidemiol Drug Saf. 2008, 17 (9): 912-918. 10.1002/pds.1600.View ArticlePubMedGoogle Scholar
- Nygaard HA, Jarland M: Are nursing home patients with dementia diagnosis at increased risk for inadequate pain treatment?. Int J Geriatr Psychiatry. 2005, 20 (8): 730-737. 10.1002/gps.1350.View ArticlePubMedGoogle Scholar
- Haasum Y, Fastbom J, Fratiglioni L, Kåreholt I, Johnell K: Pain treatment in elderly persons with and without dementia: a population-based study of institutionalized and home-dwelling elderly. Drugs Aging. 2011, 28 (4): 283-293. 10.2165/11587040-000000000-00000.View ArticlePubMedGoogle Scholar
- Bell JS, Laitinen ML, Lavikainen P, Lönnroos E, Uosukainen H, Hartikainen S: Use of strong opioids among community-dwelling persons with and without Alzheimer‘s disease in Finland. Pain. 2011, 152 (3): 543-547. 10.1016/j.pain.2010.11.003.View ArticlePubMedGoogle Scholar
- Eisele M, van den Bussche H, Koller D, Wiese B, Kaduszkiewicz H, Maier W, Glaeske G, Steinmann S, Wegscheider K, Schön G: Utilization patterns of ambulatory medical care before and after the diagnosis of dementia in Germany-results of a case–control study. Dement Geriatr Cogn Disord. 2010, 29: 475-483. 10.1159/000310350. Erratum in: Dement Geriatr Cogn Disord 2010;30:188View ArticlePubMedGoogle Scholar
- Koller D, Eisele M, Kaduszkiewicz H, Schön G, Steinmann S, Wiese B, Glaeske G, van den Bussche H: Ambulatory health services utilization in patients with dementia - Is there an urban–rural difference?. Int J Health Geogr. 2010, 9: 59-10.1186/1476-072X-9-59.View ArticlePubMedPubMed CentralGoogle Scholar
- van den Bussche H, Wiese B, Koller D, Eisele M, Kaduszkiewicz H, Maier W, Glaeske G, Steinmann S, Wegscheider K, Schon G: Specialist involvement and referral patterns in ambulatory medical care for patients with dementia in Germany: results of a claims data based case–control study. BMC Health Serv Res. 2011, 11: 148-10.1186/1472-6963-11-148.View ArticlePubMedPubMed CentralGoogle Scholar
- Freytag A, Schiffhorst G, Thoma R, Strick K, Gries C, Becker A, Treede RD, Müller-Schwefe G, Casser HR, Luley C, Höer A, Ujeyl M, Gothe H, Kugler J, Glaeske G, Häussler B: Identifikation und Gruppierung von Schmerzpatienten anhand von Routinedaten einer Krankenkasse. Schmerz. 2010, 24: 12-22. 10.1007/s00482-009-0861-y.View ArticlePubMedGoogle Scholar
- Tholen K, Hoffmann F: High use of tramadol in Germany: an analysis of statutory health insurance data. Pharmacoepidemiol Drug Saf. 2012, 21 (9): 1013-1021. 10.1002/pds.3266.View ArticlePubMedGoogle Scholar
- Bartholomeyczik S, Hunstein D: Time distribution of selected care activities in home care in Germany. J Clin Nurs. 2004, 13: 97-104.View ArticlePubMedGoogle Scholar
- Rothgang H: Social insurance for long-term care: an evaluation of the German model. Soc Policy Adm. 2010, 44: 436-460. 10.1111/j.1467-9515.2010.00722.x.View ArticleGoogle Scholar
- Schneeweiss S, Seeger JD, Maclure M, Wang PS, Avorn J, Glynn RJ: Performance of comorbidity scores to control for confounding in epidemiologic studies using claims data. Am J Epidemiol. 2001, 154: 854-864. 10.1093/aje/154.9.854.View ArticlePubMedGoogle Scholar
- Schneeweiss S, Wang PS, Avorn J, Glynn RJ: Improved comorbidity adjustment for predicting mortality in medicare populations. Health Serv Res. 2003, 38 (4): 1103-1120. 10.1111/1475-6773.00165.View ArticlePubMedPubMed CentralGoogle Scholar
- Hoffmann F, van den Bussche H, Wiese B, Schon G, Koller D, Eisele M, Glaeske G, Scherer M, Kaduszkiewicz H: Impact of geriatric comorbidity and polypharmacy on cholinesterase inhibitors prescribing in dementia. BMC Psychiatry. 2011, 11 (1): 190-10.1186/1471-244X-11-190.View ArticlePubMedPubMed CentralGoogle Scholar
- Icks A, Scheer M, Morbach S, Genz J, Haastert B, Giani G, Glaeske G, Hoffmann F: Time-dependent impact of diabetes on mortality in patients after major lower extremity amputation: survival in a population-based 5-year cohort in Germany. Diabetes Care. 2011, 34 (6): 1350-1354. 10.2337/dc10-2341.View ArticlePubMedPubMed CentralGoogle Scholar
- Arbeitsgruppe Erhebung und Nutzung von Sekundärdaten (AGENS): Gute Praxis Sekundärdatenanalyse (GPS) Leitlinien und Empfehlungen (3. Fassung 2012). 2012, http://dgepi.de/fileadmin/pdf/leitlinien/GPS_fassung3.pdf (Archived by WebCite® at http://www.webcitation.org/6Exut3Mtm)Google Scholar
- Hadjistavropoulos T, Herr K, Turk DC, Fine PG, Dworkin RH, Helme R, Jackson K, Parmelee PA, Rudy TE, Lynn Beattie B, Chibnall JT, Craig KD, Ferrell B, Ferrell B, Fillingim RB, Gagliese L, Gallagher R, Gibson SJ, Harrison EL, Katz B, Keefe FJ, Lieber SJ, Lussier D, Schmader KE, Tait RC, Weiner DK, Williams J: An interdisciplinary expert consensus statement on assessment of pain in older persons. Clin J Pain. 2007, 23: S1-S43. 10.1097/AJP.0b013e31802be869.View ArticlePubMedGoogle Scholar
- Horgas AL, Elliott AF, Marsiske M: Pain assessment in persons with dementia: relationship between self-report and behavioral observation. J Am Geriatr Soc. 2009, 57 (1): 126-132. 10.1111/j.1532-5415.2008.02071.x.View ArticlePubMedGoogle Scholar
- Pokela N, Bell JS, Lihavainen K, Sulkava R, Hartikainen S: Analgesic use among community-dwelling people aged 75 years and older: a population-based interview study. Am J Geriatr Pharmacother. 2010, 8 (3): 233-244. 10.1016/j.amjopharm.2010.05.001.View ArticlePubMedGoogle Scholar
- Löppönen M, Räihä I, Isoaho R, Vahlberg T, Puolijoki H, Kivelä SL: Dementia associates with undermedication of cardiovascular diseases in the elderly: a population-based study. Dement Geriatr Cogn Disord. 2006, 22 (2): 132-141. 10.1159/000093739.View ArticlePubMedGoogle Scholar
- Müther J, Abholz HH, Wiese B, Fuchs A, Wollny A, Pentzek M: Are patients with dementia treated as well as patients without dementia for hypertension, diabetes, and hyperlipidaemia?. Brit J Gen Pract. 2010, 60: 671-674. 10.3399/bjgp10X515395.View ArticleGoogle Scholar
- Caraceni A, Hanks G, Kaasa S, Bennett MI, Brunelli C, Cherny N, Dale O, De Conno F, Fallon M, Hanna M, Haugen DF, Juhl G, King S, Klepstad P, Laugsand EA, Maltoni M, Mercadante S, Nabal M, Pigni A, Radbruch L, Reid C, Sjogren P, Stone PC, Tassinari D, Zeppetella G, European Palliative Care Research Collaborative (EPCRC); European Association for Palliative Care (EAPC): Use of opioid analgesics in the treatment of cancer pain: evidence-based recommendations from the EAPC. Lancet Oncol. 2012, 13 (2): e58-e68. 10.1016/S1470-2045(12)70040-2.View ArticlePubMedGoogle Scholar
- Garbe E, Jobski K, Schmid U: Utilisation of transdermal fentanyl in Germany from 2004 to 2006. Pharmacoepidemiol Drug Saf. 2012, 21 (2): 191-198. 10.1002/pds.2164.View ArticlePubMedGoogle Scholar
- Andersohn F, Konzen C, Garbe E: Systematic review: agranulocytosis induced by nonchemotherapy drugs. Ann Intern Med. 2007, 146 (9): 657-665. 10.7326/0003-4819-146-9-200705010-00009.View ArticlePubMedGoogle Scholar
- Edwards J, Meseguer F, Faura C, Moore RA, McQuay HJ, Derry S: Single dose dipyrone for acute postoperative pain. Cochrane Database Syst Rev. 2010, 9: CD003227-PubMedGoogle Scholar
- Hoffmann F, Andersohn F, Giersiepen K, Scharnetzky E, Garbe E: Validierung von Sekundärdaten. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz. 2008, 51 (10): 1118-1126. 10.1007/s00103-008-0646-y.View ArticlePubMedGoogle Scholar
- Kaduszkiewicz H, Bachmann C, van den Bussche H: Telling “the truth” in dementia - do attitude and approach of general practitioners and specialists differ?. Patient Educ Couns. 2008, 70: 220-226. 10.1016/j.pec.2007.10.010.View ArticlePubMedGoogle Scholar
- Mitchell AJ, Meader N, Pentzek M: Clinical recognition of dementia and cognitive impairment in primary care: a meta-analysis of physician accuracy. Acta Psychiatr Scand. 2011, 124: 165-183. 10.1111/j.1600-0447.2011.01730.x.View ArticlePubMedGoogle Scholar
- van Hout H, Vernooij-Dassen M, Bakker K, Blolm M, Grol R: General practitioners on dementia: tasks, practices and obstacles. Pat Educ Couns. 2000, 39: 219-225. 10.1016/S0738-3991(99)00034-8.View ArticleGoogle Scholar
- Hoffmann F, Icks A: Diabetes ‘epidemic’ in Germany? A critical look at health insurance data sources. Exp Clin Endocrinol Diabetes. 2012, 120 (7): 410-415.View ArticlePubMedGoogle Scholar
- Hoffmann F, Icks A: Unterschiede in der Versichertenstruktur von Krankenkassen und deren Auswirkungen für die Versorgungsforschung: Ergebnisse des Bertelsmann-Gesundheitsmonitors. Gesundheitswesen. 2012, 74 (5): 291-297. 10.1055/s-0031-1275711.View ArticlePubMedGoogle Scholar
- The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1471-2318/14/20/prepub
This article is published under license to BioMed Central Ltd. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.