Skip to main content
Top
Published in: Drug Safety 5/2017

Open Access 01-05-2017 | Original Research Article

Evaluation of Potentially Drug-Related Patient-Reported Common Symptoms Assessed During Clinical Medication Reviews: A Cross-Sectional Observational Study

Authors: Tim W. A. Schoenmakers, Martina Teichert, Michel Wensing, Peter A. G. M. de Smet

Published in: Drug Safety | Issue 5/2017

Login to get access

Abstract

Introduction

Healthcare professionals tend to consider common non-alarming drug-related symptoms to be of little clinical relevance. However, such symptoms can have a substantial impact on the individual patient. Insight into patient-reported symptoms could aid pharmacists to identify improvements in medication treatment, for instance in the patient interview at the start of a clinical medication review (CMR).

Objective

The objectives of this study were to describe the numbers and types of patient-reported symptoms assessed during a CMR and to elucidate their potential association with the drugs in use.

Methods

This observational study was performed using data from a clinical trial on patient-reported outcomes of CMRs. Patients taking at least five drugs and who were eligible for a CMR were selected by 15 community pharmacies. Patients were asked to fill in a structured instrument, the Patient Reported Outcome Measure, Inquiry into Side Effects (PROMISE). Among other domains, this instrument offers a list of 22 symptom categories to report symptoms and their relationship with the drugs in use. The results of the PROMISE instrument together with information on patients’ actual drug use were available for analysis. Besides descriptive analysis, associations with side effects as listed in the summary of product characteristics (SPC) of the drugs in use were assessed with logistic regression analysis.

Results

Of the 180 patients included, 168 patients (93.3%) reported at least one symptom via the PROMISE instrument, which could be discussed with the pharmacist during the patient interview. In total, the patients reported 1102 symptoms in 22 symptom categories. Of these patients, 101 (56.1%) assumed that at one or more of the symptoms experienced were related to the drugs in use and 107 (59.4%) reported at least one symptom that corresponded to a ‘very common’ side effect listed in the SPC of a drug in use. Each additional drug in use with a specific symptom listed as a ‘very common’ side effect in its SPC statistically significantly increased the probability of a patient reporting the symptoms of ‘dry mouth/thirst, mouth complaints’, ‘constipation’, ‘diarrhoea’ and ‘sweating’.

Conclusion

Many patient-reported symptoms and symptoms potentially related to drugs in use were identified by administering the PROMISE instrument to users of at least five drugs being taking long-term. This information can be used in CMRs to improve patients’ drug therapy.
Appendix
Available only for authorised users
Literature
1.
go back to reference Lamberts H, Wood M. International Classification of Primary Care (ICPC). Oxford: Oxford University Press; 1987. Lamberts H, Wood M. International Classification of Primary Care (ICPC). Oxford: Oxford University Press; 1987.
2.
go back to reference Golomb BA, McGraw JJ, Evans MA, Dimsdale JE. Physician response to patient reports of adverse drug effects: Implications for patient-targeted adverse effect surveillance. Drug Saf. 2007;30:669–75.CrossRefPubMed Golomb BA, McGraw JJ, Evans MA, Dimsdale JE. Physician response to patient reports of adverse drug effects: Implications for patient-targeted adverse effect surveillance. Drug Saf. 2007;30:669–75.CrossRefPubMed
3.
go back to reference Van Hunsel F, Passier A, Van Grootheest K. Comparing patients’ and healthcare professionals’ ADR reports after media attention: the broadcast of a Dutch television programme about the benefits and risks of statins as an example. Br J Clin Pharmacol. 2009;67:558–64.CrossRefPubMedPubMedCentral Van Hunsel F, Passier A, Van Grootheest K. Comparing patients’ and healthcare professionals’ ADR reports after media attention: the broadcast of a Dutch television programme about the benefits and risks of statins as an example. Br J Clin Pharmacol. 2009;67:558–64.CrossRefPubMedPubMedCentral
4.
go back to reference Basch E, Jia X, Heller G, Barz A, Sit L, Fruscione M, et al. Adverse symptom event reporting by patients vs clinicians: relationships with clinical outcomes. J Natl Cancer Inst. 2009;101(23):1624–32.CrossRefPubMedPubMedCentral Basch E, Jia X, Heller G, Barz A, Sit L, Fruscione M, et al. Adverse symptom event reporting by patients vs clinicians: relationships with clinical outcomes. J Natl Cancer Inst. 2009;101(23):1624–32.CrossRefPubMedPubMedCentral
5.
go back to reference Leendertse AJ, Egberts ACG, Stoker LJ, Van Den Bemt PMLA. Frequency of and risk factors for preventable medication-related hospital admissions in the Netherlands. Arch Intern Med. 2008;168:1890–6.PubMed Leendertse AJ, Egberts ACG, Stoker LJ, Van Den Bemt PMLA. Frequency of and risk factors for preventable medication-related hospital admissions in the Netherlands. Arch Intern Med. 2008;168:1890–6.PubMed
6.
go back to reference Van Der Hooft CS, Dieleman JP, Siemes C, Aarnoudse AJ, Verhamme KM, Stricker BH, et al. Adverse drug reaction-related hospitalisations: a population-based cohort study. Pharmacoepidemiol Drug Saf. 2008;17(4):365–71.CrossRefPubMed Van Der Hooft CS, Dieleman JP, Siemes C, Aarnoudse AJ, Verhamme KM, Stricker BH, et al. Adverse drug reaction-related hospitalisations: a population-based cohort study. Pharmacoepidemiol Drug Saf. 2008;17(4):365–71.CrossRefPubMed
7.
go back to reference Howard RL, Avery AJ, Slavenburg S, Royal S, Pipe G, Lucassen P, et al. Which drugs cause preventable admissions to hospital? A systematic review. Br J Clin Pharmacol. 2007;63(2):136–47.CrossRefPubMed Howard RL, Avery AJ, Slavenburg S, Royal S, Pipe G, Lucassen P, et al. Which drugs cause preventable admissions to hospital? A systematic review. Br J Clin Pharmacol. 2007;63(2):136–47.CrossRefPubMed
8.
go back to reference Pirmohamed M, James S, Meakin S, Green C, Scott AK, Walley TJ, et al. Adverse drug reactions as cause of admission to hospital: prospective analysis of 18,820 patients. BMJ. 2004;329(7456):15–9.CrossRefPubMedPubMedCentral Pirmohamed M, James S, Meakin S, Green C, Scott AK, Walley TJ, et al. Adverse drug reactions as cause of admission to hospital: prospective analysis of 18,820 patients. BMJ. 2004;329(7456):15–9.CrossRefPubMedPubMedCentral
9.
go back to reference Warle-van Herwaarden MF, Kramers C, Sturkenboom MCJM, Van Den Bemt PMLA, De Smet PAGM. Targeting outpatient drug safety. Drug Saf. 2012;35:245–59.CrossRefPubMed Warle-van Herwaarden MF, Kramers C, Sturkenboom MCJM, Van Den Bemt PMLA, De Smet PAGM. Targeting outpatient drug safety. Drug Saf. 2012;35:245–59.CrossRefPubMed
10.
go back to reference Thomas R, Huntley AL, Mann M, Huws D, Elwyn G, Paranjothy S, et al. Pharmacist-led interventions to reduce unplanned admissions for older people: a systematic review and meta-analysis of randomised controlled trials. Age Ageing. 2014;43(2):174–87.CrossRefPubMed Thomas R, Huntley AL, Mann M, Huws D, Elwyn G, Paranjothy S, et al. Pharmacist-led interventions to reduce unplanned admissions for older people: a systematic review and meta-analysis of randomised controlled trials. Age Ageing. 2014;43(2):174–87.CrossRefPubMed
11.
go back to reference Gurwitz JH, Field TS, Harrold LR, Rothschild J, Debellis K, Seger AC, et al. Incidence and preventability of adverse drug events among older persons in the ambulatory setting. JAMA. 2003;289(9):1107–16.CrossRefPubMed Gurwitz JH, Field TS, Harrold LR, Rothschild J, Debellis K, Seger AC, et al. Incidence and preventability of adverse drug events among older persons in the ambulatory setting. JAMA. 2003;289(9):1107–16.CrossRefPubMed
12.
go back to reference Thomsen LA, Winterstein AG, Søndergaard B, Haugbølle LS, Melander A. Systematic review of the incidence and characteristics of preventable adverse drug events in ambulatory care. Ann Pharmacother. 2007;41:1411–26.CrossRefPubMed Thomsen LA, Winterstein AG, Søndergaard B, Haugbølle LS, Melander A. Systematic review of the incidence and characteristics of preventable adverse drug events in ambulatory care. Ann Pharmacother. 2007;41:1411–26.CrossRefPubMed
13.
go back to reference Fialová D, Topinková E, Gambassi G, et al. Potentially inappropriate medication use among elderly home care patients in europe. JAMA. 2005;293(11):1348–58.CrossRefPubMed Fialová D, Topinková E, Gambassi G, et al. Potentially inappropriate medication use among elderly home care patients in europe. JAMA. 2005;293(11):1348–58.CrossRefPubMed
17.
go back to reference Kwint HF, Faber A, Gussekloo J, Bouvy ML. The contribution of patient interviews to the identification of drug-related problems in home medication review. J Clin Pharm Ther. 2012;37:674–80.CrossRefPubMed Kwint HF, Faber A, Gussekloo J, Bouvy ML. The contribution of patient interviews to the identification of drug-related problems in home medication review. J Clin Pharm Ther. 2012;37:674–80.CrossRefPubMed
18.
go back to reference Krska J, Cromarty JA, Arris F, Jamieson D, Hansford D, Duffus PR, et al. Pharmacist-led medication review in patients over 65: a randomized, controlled trial in primary care. Age Ageing. 2001;30(3):205–11.CrossRefPubMed Krska J, Cromarty JA, Arris F, Jamieson D, Hansford D, Duffus PR, et al. Pharmacist-led medication review in patients over 65: a randomized, controlled trial in primary care. Age Ageing. 2001;30(3):205–11.CrossRefPubMed
19.
go back to reference Foster JM, Van Der Molen T, Caeser M, Hannaford P. The use of questionnaires for measuring patient-reported side effects of drugs: its importance and methodological challenges. Pharmacoepidemiol Drug Saf. 2008;17(3):278–96.CrossRefPubMed Foster JM, Van Der Molen T, Caeser M, Hannaford P. The use of questionnaires for measuring patient-reported side effects of drugs: its importance and methodological challenges. Pharmacoepidemiol Drug Saf. 2008;17(3):278–96.CrossRefPubMed
20.
go back to reference Ihlebaek C, Eriksen HR, Ursin H. Prevalence of subjective health complaints (SHC) in Norway. Scand J Public Health. 2002;30(1):20–9.CrossRefPubMed Ihlebaek C, Eriksen HR, Ursin H. Prevalence of subjective health complaints (SHC) in Norway. Scand J Public Health. 2002;30(1):20–9.CrossRefPubMed
21.
go back to reference Naranjo CA, Busto U, Sellers EM, Sandor P, Ruiz I, Roberts EA, et al. A method for estimating the probability of adverse drug reactions. Clin Pharmacol Ther. 1981;30(2):239–45.CrossRefPubMed Naranjo CA, Busto U, Sellers EM, Sandor P, Ruiz I, Roberts EA, et al. A method for estimating the probability of adverse drug reactions. Clin Pharmacol Ther. 1981;30(2):239–45.CrossRefPubMed
23.
go back to reference Horne R, Weinman J, Hankins M. The beliefs about medicines questionnaire: the development and evaluation of a new method for assessing the cognitive representation of medication. Psychol Health. 1999;14:1–24.CrossRef Horne R, Weinman J, Hankins M. The beliefs about medicines questionnaire: the development and evaluation of a new method for assessing the cognitive representation of medication. Psychol Health. 1999;14:1–24.CrossRef
24.
go back to reference Cameron KA, Ross EL, Clayman ML, Bergeron AR, Federman AD, Bailey SC, et al. Measuring patients’ self-efficacy in understanding and using prescription medication. Patient Educ Couns. 2010;80(3):372–6.CrossRefPubMedPubMedCentral Cameron KA, Ross EL, Clayman ML, Bergeron AR, Federman AD, Bailey SC, et al. Measuring patients’ self-efficacy in understanding and using prescription medication. Patient Educ Couns. 2010;80(3):372–6.CrossRefPubMedPubMedCentral
25.
go back to reference Horne R, Weinman J. Self-regulation and self-management in asthma: exploring the role of illness perceptions and treatment beliefs in explaining non-adherence to preventer medication. Psychol Health. 2002;17:17–32.CrossRef Horne R, Weinman J. Self-regulation and self-management in asthma: exploring the role of illness perceptions and treatment beliefs in explaining non-adherence to preventer medication. Psychol Health. 2002;17:17–32.CrossRef
26.
go back to reference Bent S, Padula A, Avins AL. Brief communication: better ways to question patients about adverse medical events: a randomized, controlled trial. Ann Intern Med. 2006;144(4):257–61.CrossRefPubMed Bent S, Padula A, Avins AL. Brief communication: better ways to question patients about adverse medical events: a randomized, controlled trial. Ann Intern Med. 2006;144(4):257–61.CrossRefPubMed
31.
go back to reference Wonca International Classification Committee (WICC). ICPC-2—English: international classification of primary care—2nd edition. Geneva: World Health Organization; 2010. Wonca International Classification Committee (WICC). ICPC-2—English: international classification of primary care—2nd edition. Geneva: World Health Organization; 2010.
32.
go back to reference Meulendijk MC, Spruit MR, Drenth-van Maanen AC, Numans ME, Brinkkemper S, Jansen PAF, et al. Computerized decision support improves medication review effectiveness: an experiment evaluating the STRIP Assistant’s usability. Drugs Aging. 2015;32:495–503.CrossRefPubMedPubMedCentral Meulendijk MC, Spruit MR, Drenth-van Maanen AC, Numans ME, Brinkkemper S, Jansen PAF, et al. Computerized decision support improves medication review effectiveness: an experiment evaluating the STRIP Assistant’s usability. Drugs Aging. 2015;32:495–503.CrossRefPubMedPubMedCentral
35.
go back to reference Jarernsiripornkul N, Krska J, Capps PA, Richards RM, Lee A. Patient reporting of potential adverse drug reactions: a methodological study. Br J Clin Pharmacol. 2002;53(3):318–25.CrossRefPubMedPubMedCentral Jarernsiripornkul N, Krska J, Capps PA, Richards RM, Lee A. Patient reporting of potential adverse drug reactions: a methodological study. Br J Clin Pharmacol. 2002;53(3):318–25.CrossRefPubMedPubMedCentral
36.
go back to reference Sorensen L, Stokes JA, Purdie DM, Woodward M, Elliott R, Roberts MS. Medication reviews in the community: results of a randomized, controlled effectiveness trial. Br J Clin Pharmacol. 2004;58(6):648–64.CrossRefPubMedPubMedCentral Sorensen L, Stokes JA, Purdie DM, Woodward M, Elliott R, Roberts MS. Medication reviews in the community: results of a randomized, controlled effectiveness trial. Br J Clin Pharmacol. 2004;58(6):648–64.CrossRefPubMedPubMedCentral
37.
go back to reference Hakobyan L, Haaijer-Ruskamp FM, de Zeeuw D, Dobre D, Denig P. A review of methods used in assessing non-serious adverse drug events in observational studies among type 2 diabetes mellitus patients. Health Qual Life Outcomes. 2011;9:83.CrossRefPubMedPubMedCentral Hakobyan L, Haaijer-Ruskamp FM, de Zeeuw D, Dobre D, Denig P. A review of methods used in assessing non-serious adverse drug events in observational studies among type 2 diabetes mellitus patients. Health Qual Life Outcomes. 2011;9:83.CrossRefPubMedPubMedCentral
38.
go back to reference De Vries ST, Mol PGM, De Zeeuw D, Haaijer-Ruskamp FM, Denig P. Development and initial validation of a patient-reported adverse drug event questionnaire. Drug Saf. 2013;36(9):765–77.CrossRefPubMed De Vries ST, Mol PGM, De Zeeuw D, Haaijer-Ruskamp FM, Denig P. Development and initial validation of a patient-reported adverse drug event questionnaire. Drug Saf. 2013;36(9):765–77.CrossRefPubMed
40.
go back to reference Bytzer P, Talley NJ, Jones MP, Horowitz M. Oral hypoglycaemic drugs and gastrointestinal symptoms in diabetes mellitus. Aliment Pharmacol Ther. 2001;15:137–42.CrossRefPubMed Bytzer P, Talley NJ, Jones MP, Horowitz M. Oral hypoglycaemic drugs and gastrointestinal symptoms in diabetes mellitus. Aliment Pharmacol Ther. 2001;15:137–42.CrossRefPubMed
41.
go back to reference Hakobyan L, Haaijer-Ruskamp FM, de Zeeuw D, Dobre D, Denig P. Comparing adverse event rates of oral blood glucose-lowering drugs reported by patients and healthcare providers: a post-hoc analysis of observational studies published between 1999 and 2011. Drug Saf. 2011;34(12):1191–202.CrossRefPubMed Hakobyan L, Haaijer-Ruskamp FM, de Zeeuw D, Dobre D, Denig P. Comparing adverse event rates of oral blood glucose-lowering drugs reported by patients and healthcare providers: a post-hoc analysis of observational studies published between 1999 and 2011. Drug Saf. 2011;34(12):1191–202.CrossRefPubMed
42.
go back to reference de Vries ST, Haaijer-Ruskamp FM, de Zeeuw D, Denig P. Construct and concurrent validity of a patient-reported adverse drug event questionnaire: a cross-sectional study. Health Qual Life Outcomes. 2014;12:103.CrossRefPubMedPubMedCentral de Vries ST, Haaijer-Ruskamp FM, de Zeeuw D, Denig P. Construct and concurrent validity of a patient-reported adverse drug event questionnaire: a cross-sectional study. Health Qual Life Outcomes. 2014;12:103.CrossRefPubMedPubMedCentral
43.
go back to reference Chaipichit N, Krska J, Pratipanawatr T, Uchaipichat V, Jarernsiripornkul N. A qualitative study to explore how patients identify and assess symptoms as adverse drug reactions. Eur J Clin Pharmacol. 2014;70(5):607–15.CrossRefPubMed Chaipichit N, Krska J, Pratipanawatr T, Uchaipichat V, Jarernsiripornkul N. A qualitative study to explore how patients identify and assess symptoms as adverse drug reactions. Eur J Clin Pharmacol. 2014;70(5):607–15.CrossRefPubMed
44.
go back to reference Hanlon JT, Schmader KE, Koronkowski MJ, Weinberger M, Landsman PB, Samsa GP, et al. Adverse drug events in high risk older outpatients. J Am Geriatr Soc. 1997;45(8):945–8.CrossRefPubMed Hanlon JT, Schmader KE, Koronkowski MJ, Weinberger M, Landsman PB, Samsa GP, et al. Adverse drug events in high risk older outpatients. J Am Geriatr Soc. 1997;45(8):945–8.CrossRefPubMed
45.
go back to reference Hakkarainen KM, Andersson Sundell K, Petzold M, Hagg S. Prevalence and perceived preventability of self-reported adverse drug events–a population-based survey of 7099 adults. PLoS One. 2013;8(9):e73166.CrossRefPubMedPubMedCentral Hakkarainen KM, Andersson Sundell K, Petzold M, Hagg S. Prevalence and perceived preventability of self-reported adverse drug events–a population-based survey of 7099 adults. PLoS One. 2013;8(9):e73166.CrossRefPubMedPubMedCentral
46.
go back to reference Gallagher P, O’Mahony D. STOPP (Screening Tool of Older Persons’ potentially inappropriate Prescriptions): application to acutely ill elderly patients and comparison with Beers’ criteria. Age Ageing. 2008;37:673–9.CrossRefPubMed Gallagher P, O’Mahony D. STOPP (Screening Tool of Older Persons’ potentially inappropriate Prescriptions): application to acutely ill elderly patients and comparison with Beers’ criteria. Age Ageing. 2008;37:673–9.CrossRefPubMed
Metadata
Title
Evaluation of Potentially Drug-Related Patient-Reported Common Symptoms Assessed During Clinical Medication Reviews: A Cross-Sectional Observational Study
Authors
Tim W. A. Schoenmakers
Martina Teichert
Michel Wensing
Peter A. G. M. de Smet
Publication date
01-05-2017
Publisher
Springer International Publishing
Published in
Drug Safety / Issue 5/2017
Print ISSN: 0114-5916
Electronic ISSN: 1179-1942
DOI
https://doi.org/10.1007/s40264-017-0504-7

Other articles of this Issue 5/2017

Drug Safety 5/2017 Go to the issue