Development and pilot testing of PHARAO-a decision support system for pharmacological risk assessment in the elderly

被引:19
作者
Bottiger, Ylva [1 ]
Laine, Kari [2 ,3 ]
Korhonen, Tuomas [2 ,3 ]
Lahdesmaki, Janne [2 ,4 ,5 ]
Shemeikka, Tero [6 ]
Julander, Margaretha [6 ]
Edlert, Maria [6 ]
Andersson, Marine L. [7 ]
机构
[1] Linkoping Univ, Dept Med & Hlth Sci, Div Drug Res, S-58183 Linkoping, Sweden
[2] Medbase Ltd, Turku, Finland
[3] Univ Turku, Dept Pharmacol Drug Dev & Therapeut, Turku, Finland
[4] Turku Univ Hosp, Div Clin Neurosci, Turku, Finland
[5] Univ Turku, Turku, Finland
[6] Stockholm Cty Council, Dept E Hlth & Strateg IT, Stockholm, Sweden
[7] Karolinska Univ Hosp, Karolinska Inst, Dept Lab Med, Div Clin Pharmacol, S-14186 Stockholm, Sweden
关键词
Adverse drug reaction; Clinical decision support system; Drug interactions; Polypharmacy; Elderly; DRUG-DRUG INTERACTIONS; POPULATION-BASED COHORT; OLDER-PEOPLE; POLYPHARMACY; CARE; MEDICATIONS; SWEDEN; IMPACT;
D O I
10.1007/s00228-017-2391-3
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
The aims of this study are to describe the development of PHARAO (Pharmacological Risk Assessment Online), a decision support system providing a risk profile for adverse events, associated with combined effects of multiple medicines, and to present data from a pilot study, testing the use, functionality, and acceptance of the PHARAO system in a clinical setting. About 1400 substances were scored in relation to their risk to cause any of nine common and/or serious adverse effects. Algorithms for each adverse effect score were developed to create individual risk profiles from the patient's list of medication. The system was tested and integrated to the electronic medical record, during a 4-month period in two geriatric wards and three primary healthcare centers, and a questionnaire was answered by the users before and after the test period. A total of 732 substances were tagged with one or more of the nine risks, most commonly with the risk of sedation or seizures. During the pilot, the system was used 933 times in 871 patients. The most common signals generated by PHARAO in these patients were related to the risks of constipation, sedation, and bleeding. A majority of responders considered PHARAO easy to use and that it gives useful support in performing medication reviews. The PHARAO decision support system, designed as a complement to a database on drug-drug interactions used nationally, worked as intended and was appreciated by the users during a 4-month test period. Integration aspects need to be improved to minimize unnecessary signaling.
引用
收藏
页码:365 / 371
页数:7
相关论文
共 24 条
[1]   Physicians' use of computerized clinical decision supports to improve medication management in the elderly - the Seniors Medication Alert and Review Technology intervention [J].
Alagiakrishnan, Kannayiram ;
Wilson, Patricia ;
Sadowski, Cheryl A. ;
Rolfson, Darryl ;
Ballermann, Mark ;
Ausford, Allen ;
Vermeer, Karla ;
Mohindra, Kunal ;
Romney, Jacques ;
Hayward, Robert S. .
CLINICAL INTERVENTIONS IN AGING, 2016, 11 :73-81
[2]   SFINX-a drug-drug interaction database designed for clinical decision support systems [J].
Bottiger, Ylva ;
Laine, Kari ;
Andersson, Marine L. ;
Korhonen, Tuomas ;
Molin, Bjorn ;
Ovesjo, Marie-Louise ;
Tirkkonen, Tuire ;
Rane, Anders ;
Gustafsson, Lars L. ;
Eiermann, Birgit .
EUROPEAN JOURNAL OF CLINICAL PHARMACOLOGY, 2009, 65 (06) :627-633
[3]   Age-Related Pharmacokinetic and Pharmacodynamic Changes and Related Risk of Adverse Drug Reactions [J].
Corsonello, A. ;
Pedone, C. ;
Incalzi, R. Antonelli .
CURRENT MEDICINAL CHEMISTRY, 2010, 17 (06) :571-584
[4]   Views of general practitioners on the use of STOPP&START in primary care: a qualitative study [J].
Dalleur, O. ;
Feron, J-M. ;
Spinewine, A. .
ACTA CLINICA BELGICA, 2014, 69 (04) :251-261
[5]   Use of selective serotonin reuptake inhibitors and risk of upper gastrointestinal tract bleeding -: A population-based cohort study [J].
Dalton, SO ;
Johansen, C ;
Mellemkjær, L ;
Norgård, B ;
Sorensen, HT ;
Olsen, JH .
ARCHIVES OF INTERNAL MEDICINE, 2003, 163 (01) :59-64
[6]   Potentially inappropriate medication use and healthcare expenditures in the US community-dwelling elderly [J].
Fu, Alex Z. ;
Jiang, Jenny Z. ;
Reeves, Jaxk H. ;
Fincham, Jack E. ;
Liu, Gordon G. ;
Perri, Matthew, III .
MEDICAL CARE, 2007, 45 (05) :472-476
[7]   The rising tide of polypharmacy and drug-drug interactions: population database analysis 1995-2010 [J].
Guthrie, Bruce ;
Makubate, Boikanyo ;
Hernandez-Santiago, Virginia ;
Dreischulte, Tobias .
BMC MEDICINE, 2015, 13
[8]   ECONOMIC IMPACT OF DRUG-RELATED MORBIDITY IN SWEDEN [J].
Gyllensten, H. .
VALUE IN HEALTH, 2015, 18 (07) :A532-A532
[9]   Computerized clinical decision support systems for drug prescribing and management: A decision-maker-researcher partnership systematic review [J].
Hemens, Brian J. ;
Holbrook, Anne ;
Tonkin, Marita ;
Mackay, Jean A. ;
Weise-Kelly, Lorraine ;
Navarro, Tamara ;
Wilczynski, Nancy L. ;
Haynes, R. Brian .
IMPLEMENTATION SCIENCE, 2011, 6
[10]   A drug burden index to define the functional burden of medications in older people [J].
Hilmer, Sarah N. ;
Mager, Donald E. ;
Simonsick, Eleanor M. ;
Cao, Ying ;
Ling, Shari M. ;
Windham, B. Gwen ;
Harris, Tamara B. ;
Hanlon, Joseph T. ;
Rubin, Susan M. ;
Shorr, Ronald I. ;
Bauer, Douglas C. ;
Abernethy, Darrell R. .
ARCHIVES OF INTERNAL MEDICINE, 2007, 167 (08) :781-787