Corresponding author: Heba Khader ( hebaa@hu.edu.jo ) Academic editor: Valentina Petkova
© 2021 Heba Khader, Luai Z. Hasoun, Ahmad Alsayed, Mahmoud Abu-Samak.
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation:
Khader H, Hasoun LZ, Alsayed A, Abu-Samak M (2021) Potentially inappropriate medications use and its associated factors among geriatric patients: a cross-sectional study based on 2019 Beers Criteria. Pharmacia 68(4): 789-795. https://doi.org/10.3897/pharmacia.68.e73597
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The aims of this study were to estimate the prevalence of potentially inappropriate medications (PIMs) in a community-dwelling Jordanian population of geriatrics according to the 2019 American Geriatrics Society Beers Criteria, to identify the most used PIMs and factors independently associated with PIMs use.
This was an observational, descriptive, cross-sectional study. The sample population included 386 participants. Data were collected by face-to-face interviews. A total of 2894 medications were evaluated. The prevalence of patients using at least one PIM was 49.2%. The most used PIMs were proton pump inhibitors (24.6%) and long-acting sulfonylurea (20.5%). Participants who had diabetes mellitus, peptic ulcer, or irritable bowel syndrome had significantly higher numbers of PIMs.
The use of PIMs was high in Jordanian geriatric patients. The results of this study might help healthcare providers to detect high-risk patients and reconsider the necessity of using PIMs to decrease the risk of adverse drug events.
AGS Beers Criteria, Geriatrics, Jordan, Potentially inappropriate medications
Geriatrics are at increased risk of drug-related problems due to age-related changes in drugs pharmacokinetics and pharmacodynamics, the use of multiple medications for prevention and treatment of their age-related medical conditions, and the absence of sufficient specialized guidelines for the treatment of geriatric comorbidities.
Altered pharmacokinetics and pharmacodynamics affect the clinical response to a drug in geriatric patients. Age-related changes in drugs pharmacokinetics are related to changes in hepatic function and renal clearance (
Furthermore, polypharmacy is an important issue that increases the risk of drug-related problems. The precise number of medications that define polypharmacy is variable but it is usually defined as 5 or more medications (
Various criteria have been developed to assess drug appropriateness for older adults (
Since developed, several studies have been published using Beers Criteria (
This was an observational, descriptive, cross-sectional study that took place between October and December 2020 exploring PIMs use among community-dwelling elderly patients in Jordan. Elderly patients aged 65 years or older from the community were eligible to participate in this study. Convenience sampling method was used to select participants in this study. A total of 386 geriatric patients were face-to face interviewed by pharmacy students who were well-trained to conduct and fill out the questionnaire. To prevent any potential source of bias, they were not aware of the intended outcome measure of the study at the time of data collection. The questionnaire contains three main parts; the first part comprises the demographic characteristics of participants, the second part covers the past medical history and acute conditions that needed nonprescription drug use in the last three months, and the third part is about the current medications used and duration of their use; for both regularly prescribed medications and as needed (PRN) medications.
Medications used by participants were reviewed based on the 2019 AGS Beers Criteria to identify PIMs, and the prevalence ratio was calculated as the number of patients who were using one or more PIMs divided by the total number of patients participated in the study.
This study received ethical approval from the Institutional Review Board (IRB) of the Hashemite University, Jordan (Ref. No. 1/14/2019/2020). Participants in their communities were reached out by researchers and asked to participate in this study. Verbal approval was taken before filling the questionnaire. All participants were informed that participation in the study is voluntary and were assured of the anonymity and confidentiality of their data.
Following data collection, data was analyzed using statistical package for social science (SPSS) version 24. Continuous variables were presented as mean and standard deviation. Categorical variables were presented as frequencies and percentages. When there was any missing data, valid percentages were reported. Independent-sample t-test was used to assess the association between categorical variables and mean number of PIMs used. All the test requirements were met; there were no outliers in the data, as assessed by inspection of a boxplot for values greater than 1.5 box-lengths from the edge of the box. The difference scores for the number of PIMs between the two groups were normally distributed, as assessed by visual inspection of a Normal Q-Q Plot, and there was homogeneity of variances, as assessed by Levene’s test for equality of variances. Chi-square test of homogeneity was used to test for potential association between categorical variables and PIMs use. P- value of < 0.05 was considered to be statistically significant for all analyses. A linear regression was performed to understand the effect of age and number of medications (regular and/or as needed) on the number of PIMs. Based on a margin of error of 5% and confidence interval of 95%, the minimum sample size that was accepted to get relevant data is 377.
A total of 386 community-dwelling geriatric patients were participated in this study. Participants’ age ranged from 65 to 97 years with an average age of 71.89 (±6.19) years. About 43.6% of the participants were male. Regarding their education level; around 40% of the participants did not attend school and around 30% received high school education while 23% were college graduate and 4.2% received advanced degree. Around two-third of them (around 70%) were married and majority of them (91.1%) were not working.
The most common chronic diseases presented in this population were hypertension (78.5%), diabetes mellitus (DM) (60.4%) and dyslipidemia (57.3%). Other chronic diseases were heart failure (12.4%), ischemic heart diseases (13.7%), peptic ulcer (PU) (18.9%), and around 23% of male patients had benign prostatic hyperplasia. The history of falls and fracture was around 12% (Table
Demographic and clinical characteristics of the study participants (N = 386) a.
Parameters | n (%) | Mean (SD) |
---|---|---|
Gender | ||
Male | 167 (43.6) | |
Female | 216 (56.4) | |
Age | 71.89 (±6.19) | |
Education | ||
Did not attend school | 161 (42.7) | |
Primary school | 1 (0.3) | |
High school | 111 (29.4) | |
College graduate | 88 (22.8) | |
Advanced degree | 16 (4.2) | |
Marital status | ||
Never married | 7 (1.9) | |
Married | 272 (72.1) | |
Divorced | 6 (1.6) | |
Separated | 2 (0.5) | |
Widowed | 90 (23.9) | |
Current working | 34 (8.9) | |
Chronic diseases | ||
Hypertension | 303 (78.5) | |
Diabetes Mellitus | 233 (60.4) | |
Dyslipidemia | 221 (57.3) | |
Benign prostatic hyperplasia | 38/167 male (22.8) | |
Peptic ulcer | 73 (18.9) | |
Ischemic heart disease | 53 (13.7) | |
Heart failure | 48 (12.4) | |
History of falls and fractures | 46 (11.9) | |
Gout | 37 (9.6) | |
Hypothyroidism | 32 (8.3) | |
Osteoporosis | 28 (7.3) | |
Asthma | 25 (6.5) | |
Anemia | 24 (6.2) | |
Stroke | 19 (4.9) | |
Osteoarthritis | 18 (4.7) | |
Chronic kidney disease | 15 (3.9) | |
Irritable bowel syndrome | 15 (3.9) | |
Rheumatoid arthritis | 14 (3.6) | |
Urinary incontinence | 12 (3.1) | |
Medication use per patient | ||
No of total medications | 7.50 (±3.039) | |
No of regular medications | 6.76 (±2.848) | |
No of PRN medications | 0.74 (±1.072) |
In this study, information about both regularly scheduled and PRN medications were collected. A total of 2894 medications were reviewed for the 386 included patients (2609 regular medications and 285 PRN medications). These medications included 264 different active ingredients. The average number of total medications used per patient was 7.5 (±3.039) with a minimum of 3 medications and a maximum of 21 medications; of which around 6.76 (±2.848) were ones that are used on a regular basis (Table
In this study, the prevalence of PIMs use was 49.2%. The prevalence was calculated by the number of patients taking at least one PIM divided by the total number of patients participated in the study. Of the identified patients who were using PIMs, most of them were using 1 PIM (Figure
In this study, we identified 25 medications that are classified as PIMs according to 2019 AGS Beers Criteria. The most common were the prolonged (more than 8 weeks) use of proton pump inhibitors (lansoprazole, pantoprazole, rabeprazole, omeprazole, and esomeprazole) and long-acting sulfonylureas (glimepiride and glyburide) with a percentage of 24.6% and 20.5%, respectively. Other groups of medications that are considered as PIMs and were commonly used by participants were benzodiazepines (5.7%), muscle relaxants (5.7%), antispasmodics (5.4%), and first-generation antihistamines (2.4%) (Table
In our study, using chi-square test of homogeneity, participants who had DM, PU and irritable bowel syndrome (IBS) were more likely to have PIMs compared to those without these diseases (Table
Classes of most frequently used PIMs among the study participants (N = 386).
Therapeutic category | Drugs | n (%) |
---|---|---|
Proton pump inhibitors for more than 8 weeks | Lansoprazole | 95 (24.6) |
Pantoprazole | ||
Rabeprazole | ||
Omeprazole | ||
Esomeprazole | ||
Long acting sulfonylurea | Glimepiride | 79 (20.5) |
Glyburide | ||
Benzodiazepines | Chlordiazepoxide | 22 (5.7) |
Alprazolam | ||
Diazepam | ||
Clonazepam | ||
Muscle relaxants | Chlorzoxazone | 22 (5.7) |
Orphenadrine | ||
Antispasmodics | Clidinium | 21 (5.4) |
Scopolamine | ||
First generation antihistamines | Chlorpheniramine | 9 (2.3) |
Promethazine |
There were 233 (60.4%) diabetics and 153 (39.6%) non-diabetic patients. An independent-samples t-test was performed to determine if there were differences in the number of PIMs between diabetic and non-diabetic patients. The mean of number of PIMs among diabetic patients was higher (0.71 ± 0.78) than non-diabetics (0.51 ± 0.72), a statistically significant difference of 0.20 (95% CI, 0.04 to 0.35), t (384) = 2.365, p = 0.012 (Table
There were 73 (19%) participants having PU disease. The mean number of PIMs among patients with PU was significantly higher (1.01 ± 0.81) than those without PU (0.54 ± 0.72), p = 0.001. Moreover, there were 15 (3.9%) participants having IBS. The mean number of PIMs among patients with IBS was higher (1.73 ± 1.03) than those without IBS (0.58 ± 0.71), p = 0.001 (Table
Independent variable | PIMs n (%) | P value | ||
---|---|---|---|---|
Yes | No | |||
DM | Yes | 129 (55.4%) | 104 (44.6%) | 0.003 |
No | 61 (39.9%) | 92 (60.1%) | ||
PU | Yes | 54 (74.0%) | 19 (26.0%) | 0.001 |
No | 136 (43.5%) | 177 (56.5%) | ||
IBS | Yes | 13 (86.7%) | 2 (13.3%) | 0.003 |
No | 177 (47.7%) | 194 (52.3%) |
Independent variable | Participants n (%) | No. of PIMs (Mean ± SD) | Means difference (95% CI) | P value | |
---|---|---|---|---|---|
DM | Yes | 233 (60.4%) | 0.71 ± 0.78 | 0.20 (0.04–0.35) | 0.012 |
No | 153 (39.6%) | 0.51 ± 0.72 | |||
PU | Yes | 73 (18.9%) | 1.01 ± 0.81 | 0.47 (0.29–0.66) | 0.001 |
No | 313 (80.1%) | 0.54 ± 0.72 | |||
IBS | Yes | 15 (3.9%) | 1.73 ± 1.03 | 1.15 (0.77–1.52) | 0.001 |
No | 371 (96.1%) | 0.58 ± 0.71 |
A linear regression was run to test the effect of age and number of medications (regular and/or as needed) on the number of PIMs. Some of the test assumptions were violated and there was no significant relationship between these tested variables and PIMs (data not shown).
This is the first Jordanian study that evaluates PIMs use in community-dwelling geriatrics based on the latest version of AGS Beers Criteria (2019 AGS Beers Criteria). About 49.2% of patients were using one or more PIMs. Diagnosis with DM, PU or IBS were identified as significant predictors of PIMs use in this study. These findings would be the first step for evaluating future interventions to decrease PIMs use among geriatric patients.
The prevalence of PIMs varies according to criteria used and participant’s characteristics (
In other studies conducted worldwide for the use of PIMs according to 2019 AGS Beers Criteria, the prevalence ranged from 34.1 to 68.8%. These studies were conducted in Lebanon (34.1%) (
Our results show that the most prescribed PIMs were PPIs and long-acting sulfonylureas. The use of PPIs coincides with other studies (
Long-acting sulfonylureas were of highly prescribed PIMs in this study however, they were not reported in similar studies. One explanation for this result is the high percentage of diabetic patients in this study (60.4%), which is higher than the reported prevalence in the same age group (
In this study, Seventy-two percent of participants were using polypharmacy, which coincides with previous study conducted to estimate the prevalence of polypharmacy among elderly in Jordan (74.9%) (
The factors associated with PIMs use in this study were diagnosis with DM, PU, or IBS. Other similar studies identified DM, hypertension, coronary artery diseases (
Among all healthcare providers, pharmacists are the ones who interact most frequently with patients especially in community pharmacy. Being a medication expert, they have central role in monitoring and assessing the use of PIMs, increasing the patient awareness of PIMs and educating them about potential adverse effects or interactions.
The strengths of this study are (1) being the first study to detect PIMs use and associated factors in community-dwelling geriatrics in Jordan based on the latest update of Beers Criteria. (2) being conducted in the community by face-to-face interview and it is not based on registries or electronic questionnaire, which allowed for collecting data about all medications used by patients including nonprescription ones and medications prescribed from different clinics. The results of this study may be representative of the largest proportion of geriatrics; who lives in the community, regardless of their demographic, social or clinical conditions.
One limitation of this study is being an observational study and therefore, future prospective studies are required to correlate the use of PIMs with adverse drug events, morbidities and hospitalization among geriatric population in Jordan. Besides, interventional strategies directed to healthcare professionals and general populations are needed to increase the awareness about PIMs and their drug-related problems. Healthcare professionals should be aware of PIMs risks and fully evaluate all geriatrics medications to de-prescribe the potentially inappropriate ones or switch to safer alternative medications whenever applicable.
Based on 2019 Beers Criteria, the prevalence of PIMs use is high in elderly patients in Jordan. PPIs and long-acting sulfonylureas are the most prescribed PIMs. Diagnosis with DM, PU or IBS are predictors of PIMs use. Increase the knowledge about PIMs and their potential side effects among patients and healthcare providers is warranted.
The authors thank all pharmacy students who helped in collecting the data for this study.