| Literature DB >> 30496322 |
Paul M Bakaki1, Alexis Horace2, Neal Dawson1,3,4, Almut Winterstein5,6, Jennifer Waldron7,8, Jennifer Staley9, Elia M Pestana Knight10, Sharon B Meropol8,9,11, Rujia Liu1, Hannah Johnson1, Negar Golchin12, James A Feinstein13, Shari D Bolen1,3,4, Lawrence C Kleinman8,9,11.
Abstract
OBJECTIVES: Lack of consensus regarding the semantics and definitions of pediatric polypharmacy challenges researchers and clinicians alike. We conducted a scoping review to describe definitions and terminology of pediatric polypharmacy.Entities:
Mesh:
Year: 2018 PMID: 30496322 PMCID: PMC6264483 DOI: 10.1371/journal.pone.0208047
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Flow Diagram of studies identified, screened, and extracted, PRISMA 2009.
Characteristics of included studies and the proportions that reported explicit definitions of polypharmacy.
| Characteristic | Overall n (column %) | Defined Polypharmacy n (row %) | |
|---|---|---|---|
| All | 363 (100) | 162 (44.6) | |
| Up to 2000 | 63 (17.4) | 27 (42.9) | |
| 2001–2010 | 132 (36.3) | 57 (43.2) | |
| 2011–2017 | 168 (46.3) | 78 (46.4) | |
| Case Control | 4 (1.1) | 4 (100.0) | |
| Cross Sectional | 235 (64.8) | 102 (43.4) | |
| Prospective Cohort | 56 (15.4) | 23 (41.1) | |
| Retrospective Cohort | 68 (18.7) | 33 (48.5) | |
| Primary Data Collection | 172 (47.4) | 72 (41.9) | |
| Chart Review | 90 (24.8) | 30 (33.3) | |
| Medical/Pharmacy Claims | 44 (12.1) | 32 (72.7) | |
| Electronic Records | 17 (4.7) | 11 (64.7) | |
| Drug Registry | 15 (4.1) | 10 (66.7) | |
| Others & Combinations | 25 (6.9) | 7 (28.0) | |
| Outpatient | 197 (54.3) | 93 (47.2) | |
| Inpatient | 77 (21.2) | 23 (29.9) | |
| Inpatient & Outpatient | 27 (7.4) | 10 (37.0) | |
| Others | 51 (14.1) | 29 (56.9) | |
| Not reported | 11 (3.0) | 7 (63.6) | |
| Outcome | 140 (38.6) | 76 (54.3) | |
| Main Predictor | 124 (34.1) | 49 (39.5) | |
| Covariate | 99 (27.3) | 37 (37.4) | |
| Class | 41 (11.3) | 28 (68.3) | |
| Drug | 299 (82.4) | 121 (40.5) | |
| Combination | 13 (6.3) | 13 (8.0) | |
| CNS Agents | 169 (46.5) | 67 (39.6) | |
| Psychotropic Agents | 88 (24.2) | 57 (64.8) | |
| Combination | 99 (27.3) | 34 (34.3) | |
| Not Reported | 7 (2.0) | 4 (57.1) | |
| Psychiatric | 67 (18.5) | 39 (58.2) | |
| Somatic | 33 (9.1) | 9 (27.3) | |
| Epilepsy | 150 (41.3) | 58 (38.7) | |
| Combinations | 53 (14.6) | 33 (62.3) | |
| Not Reported | 60 (16.5) | 23 (38.3) | |
CNS = Central Nervous System.
Pearson X2 p-value comparing proportions of studies that defined polypharmacy between variable categories:
a < .001
b < .01
c < .05.
Polypharmacy terms and descriptions.
| Terms Denoting Polypharmacy ( | Overall N (%) N = 363 | Epilepsy n (%) n = 150 | Psychiatry n (%) n = 67 | Other n (%) n = 146 |
|---|---|---|---|---|
| 45 (12.4) | 19 (12.7) | 10 (14.9) | 16 (11.0) | |
| 39 (10.7) | 14 (9.3) | 13 (19.4) | 12 (8.2) | |
| 24 (6.6) | 0 (0.0) | 14 (20.9) | 10 (6.9) | |
| 124 (34.2) | 36 (24.0) | 15 (22.4) | 73 (50.0) | |
| 166 (45.7) | 61 (40.7) | 44 (65.7) | 61 (41.8) | |
| 95 (26.2) | 24 (16.0) | 27 (40.3) | 44 (30.1) | |
| 76 (20.9) | 15 (19.7) | 29 (38.2) | 32 (42.1) | |
| 48 (13.2) | 19 (12.7) | 10 (14.9) | 19 (13.0) | |
| 6 (1.7) | 5 (3.3) | 0 (0.0) | 1 (0.7) | |
| 133 (36.6) | 25 (16.7) | 42 (62.7) | 66 (45.2) | |
| 144 (39.7) | 21 (14.0) | 47 (70.2) | 76 (52.1) | |
| 165 (45.5) | 133 (88.7) | 4 (6.0) | 28 (19.2) | |
| 26 (7.2) | 8 (5.3) | 9 (13.4) | 9 (6.2) | |
| 1 | 62 (17.1) | 33 (22.0) | 4 (6.0) | 25 (17.1) |
| 2 | 102 (28.1) | 52 (34.7) | 9 (13.4) | 41 (28.1) |
| 3 | 81 (22.3) | 40 (26.7) | 13 (19.4) | 28 (19.2) |
| 4 | 56 (15.4) | 13 (8.7) | 18 (26.9) | 25 (17.1) |
| 5+ | 62 (17.1) | 12 (8.0) | 23 (34.3) | 27 (18.5) |
The “other” disease category includes 33 studies of somatic diseases (predominantly infections = 18, asthma = 7, other respiratory diseases = 6), 53 studies of combinations of epilepsy, psychiatry (predominantly bipolar disorder = 25, depression = 29, ADHD = 31, psychosis = 22, anxiety = 28, autism = 11, conduct order = 9), and/or somatic (Intellectual and Developmental Disability (IDD) = 36, asthma = 3, infections = 4) diseases, and 60 studies that did not report disease conditions.
Fig 2Heat map showing combinations of polypharmacy term.
1. The count column shows number (out of 363) and percent of studies that used a specified term. 2. Columns One(62) to Eight(2) specify number of studies with the respective exact number of terms. 3. Cells show number of studies with corresponding term in combination with other terms.
Definitions of pediatric polypharmacy, overall and by disease conditions.
| Type of Definition | Overall (N = 363) | Epilepsy Only (n = 150) | Psychiatry Only (n = 67) | Other (n = 146) | |
|---|---|---|---|---|---|
| Class Level | 64 (17.6) | 0 (0.0) | 31 (46.3) | 33 (22.6) | |
| Drug Level | 299 (82.4) | 150 (100.0) | 36 (53.7) | 113 (77.4) | |
| Concurrent | 320 (88.2) | 144 (96.0) | 58 (86.6) | 118 (80.8) | |
| Sequential Period | 43 (11.9) | 6 (4.0) | 9 (13.4) | 28 (19.2) | |
| ≤1 Year | 6 (14.0) | 0 (0.0) | 1 (11.1) | 5 (17.9) | |
| 1 Year | 18 (41.9) | 4 (66.7) | 4 (44.4) | 10 (35.7) | |
| ≥2 Years | 7 (16.3) | 2 (33.3) | 4 (44.4) | 1 (3.6) | |
| Inpatient Period | 12 (27.9) | 0 (0.0) | 0 (0.0) | 12 (42.9) | |
| ≥2 | 295 (81.3) | 141 (94.0) | 56 (83.6) | 98 (67.1) | |
| ≥3 | 18 (5.0) | 5 (3.3) | 8 (11.9) | 5 (3.4) | |
| ≥4 /≥5 | 11 (3.0) | 0 (0.0) | 1 (1.5) | 10 (6.9) | |
| Not Reported | 39 (10.7) | 4 (2.7) | 2 (3.0) | 33 (22.6) | |
| ≥1 | 56 (15.4) | 16 (10.7) | 17 (25.4) | 23 (15.8) | |
| ≥31 | 18 (5.0) | 5 (3.3) | 9 (13.4) | 4 (2.7) | |
| ≥ 61 | 14 (3.9) | 4 (2.7) | 6 (9.0) | 4 (2.7) | |
| Sequential | 43 (11.9) | 6 (4.0) | 9 (13.4) | 28 (19.2) | |
| Not reported | 232 (63.9) | 119 (79.3) | 26 (38.8) | 87 (59.6) | |
1. The “other” disease category includes 33 studies of somatic diseases (predominantly infections = 18, asthma = 7, other respiratory diseases = 6), 53 studies of combinations of epilepsy, psychiatry (predominantly bipolar disorder = 25, depression = 29, ADHD = 31, psychosis = 22, anxiety = 28, autism = 11, conduct order = 9), and/or somatic (Intellectual and Developmental Disability (IDD) = 36, asthma = 3, infections = 4) diseases, and 60 studies that did not report disease conditions.
2. The thresholds of >4 and ≥5 medications were combined because of small numbers.
3. Threshold number of days were collapsed as follows:
a. >1day category includes ≥1 day (51 studies) and ≥14 days (5)
b. >61 category includes ≥61 (5), ≥90 (3), ≥ 180 (4) and ≥365 (2)
c. Sequential includes ≥1 year (6), 1 year (18), 2 years (7), and hospital stay (12).
4. Pearson X2 p-value comparing proportions of studies by disease conditions and polypharmacy definition
a < .001
b < .01
c < .05.
Combinations of numeric and duration thresholds of medications defining pediatric polypharmacy.
| Number of Medications | Duration in Days | Number of Studies | Percent |
|---|---|---|---|
| ≥1 day | 41 | 11.3 | |
| ≥31 days | 15 | 4.1 | |
| ≥ 61 days | 13 | 3.6 | |
| Sequential | 22 | 6.1 | |
| Not reported | 204 | 56.2 | |
| ≥1 day | 2 | 0.6 | |
| ≥31 days | 3 | 0.8 | |
| ≥ 61 days | 1 | 0.3 | |
| Sequential | 5 | 1.4 | |
| Not reported | 7 | 1.9 | |
| ≥1 day | 3 | 0.8 | |
| Sequential | 3 | 0.8 | |
| Not reported | 5 | 1.4 | |
| ≥1 day | 10 | 2.8 | |
| Sequential | 13 | 3.6 | |
| Not reported | 16 | 4.4 |
1. To ensure mutually exclusive categories, the shortest threshold was presented when there were multiple medication thresholds or durations.
2. The thresholds of at least 4 and 5 medications were combined because of small numbers.
3. Threshold number of days were collapsed as follows:
a. >1day category includes ≥1 day (51 studies) and ≥14 days (5)
b. ≥61 category includes ≥61 (5), ≥90 (3), ≥ 180 (4) and ≥365 (2)
c. Sequential includes ≥1 year (6), 1 year (18), 2 years (7), and hospital stay (12).
d. Sequential includes ≥1 year (6), 1 year (18), 2 years (7), and hospital stay (12)
Studies that provided comprehensive explicit definitions of pediatric polypharmacy with number and duration of medications.
| Author | Setting | Disease | Level | Number of Medications | Overlap Days | Explicit Definition |
|---|---|---|---|---|---|---|
| OP | Epilepsy | Drug | > = 2Meds | > = 1Day | • patients who received two or more AEDs on the same prescription date at least once | |
| OP | Epilepsy | Drug | > = 2Meds | NR | • two drugs were started simultaneously or second drug was added when first drug was not on maximum dose | |
| OP | Epilepsy | Drug | > = 2Meds | > = 30Days | • The concurrent use of 2 or more AEDs for more than 1 month | |
| OP | Psychiatry | Class | > = 2Meds | > = 1Day | • polytherapy was defined as receiving medications with minimum 1 day overlap between prescriptions from two or three different therapeutic classes within a specific month | |
| OP | Psychiatry | Class | > = 2Meds | > = 1Day | • having purchased two psychotropic drugs from different drug classes during the same day. | |
| OP | Psychiatry | Class | > = 2Meds | > = 30Days | • overlap of greater than or equal to 2 antipsychotics for more than 30 days. | |
| OP | Psychiatry | Class | > = 2Meds | > = 30Days | • the simultaneous use of two or more different classes of psychotropic medication for a period of at least 30 consecutive days at any time during the 2 year study period for each child | |
| OP | Psychiatry | Class | > = 2Meds | > = 30Days | • polypharmacy was defined as at least 1 episode of multiclass polypharmacy. An episode of multiclass polypharmacy was defined as overlapping fills of medications across > = 2 classes for at least 30 days. | |
| OP | Psychiatry | Class | > = 2Meds | Sequential | • patients were described as combination prescription recipients if they received both a stimulant and an SSRI during the same calendar year. | |
| OP | Psychiatry | Class | > = 3Meds | > = 30Days | • concurrent use was coded when a child had prescriptions for > = 3 medications in different classes overlapping for at least 30 days. | |
| OP | Psychiatry | Class | > = 3Meds | > = 30Days | • concurrent use was coded when a child had prescriptions for > = 3 medications in different classes overlapping for at least 30 days. | |
| OP | Psychiatry | Class | > = 3Meds | > = 30Days | • concurrent use of 3 or more psychotropic medication classes for at least 30 days during the year | |
| IP | Psychiatry | Class | > = 3Meds | NR | • the prescription of 3 or more medications from different drug classes at discharge | |
| OP | Psychiatry | Drug | > = 2Meds | > = 14Days | • concomitant use of long acting stimulants and atypical antipsychotics was defined as receipt of both medications together for at least 14 days | |
| OP | Psychiatry | Drug | > = 2Meds | > = 14Days | • concurrent use or polypharmacy involving LAS and second-generation antipsychotics was defined as simultaneous receipt of both medications for at least 14 days | |
| OP | Psychiatry | Drug | > = 2Meds | > = 1Day | • 2 or more drugs taken at the same time | |
| OP | Psychiatry | Drug | > = 2Meds | > = 60Days | • defining polypharmacy as the receipt of 2 or more AP (antipsychotic) medications concurrently for more than 60 days, with no gaps of more than 15 days in the treatment | |
| OP | Psychiatry | Drug | > = 2Meds | > = 60Days | • antipsychotic polypharmacy was defined as the receipt of > = 2 antipsychotic medications concurrently for >60 days, with no gaps in polypharmacy treatment >15 days | |
| OP | Psychiatry | Drug | > = 2Meds | > = 90Days | • concurrent use of 2 or more antipsychotics for 90 days | |
| OP | Psychiatry | Drug | > = 3Meds | > = 60Days | • concurrent use of 3 or more antipsychotics for 60 days | |
| OP | Psychiatry | Drug | > = 3Meds | > = 90Days | • concurrent use of 3 or more antipsychotics for 90 days | |
| OP | Somatic | Class | > = 2Meds | > = 1Day | • combination therapy was defined as prescription claims for 2 drug classes on the same or within 1 day. | |
| IP | Multiple | Class | > = 2Meds | > = 1Day | • polypharmacy: Nearly 20% of all the patients in our study were started on 2 or more psychotropic drugs simultaneously. | |
| OP | Multiple | Class | > = 2Meds | Sequential | • months of multiple use, which referred to the use of two or more different psychotropic classes within the same month | |
| IP | Multiple | Drug | > = 2Meds | > = 1Day | • CPT (combined pharmacotherapy) was defined broadly as receiving two or more psychoactive agents at the same time | |
| OP | Multiple | Drug | > = 2Meds | > = 180Days | • concurrent use of more than one ADHD medication for a continuous period of 6 months was referred to as cases on multiple medications. | |
| OP | Multiple | Both | > = 2Meds | > = 60Days | • concurrent use defined as use of two or more medications overlapping for at least 60 days | |
| OP | Multiple | Both | > = 2Meds | > = 90Days | • polytherapy was defined as the prescription of lacosamide concomitantly with another AED(s) with an overlap of at least 90 days. | |
| OP | Multiple | Both | > = 2Meds | Sequential | • multiple psychotropic pharmacotherapy was defined as having claims for prescriptions for medications in two or more different psychotropic drug classes during a seven-day period. | |
| OP | NR | Drug | > = 2Meds | > = 1Day | • > = 2 concurrent medications for at least 1day | |
| OP | NR | Drug | > = 2Meds | NR | • the WHO standard for average number of drugs prescribed per patient encounter is 2.0. Rates higher than this standard are suggestive of polypharmacy. | |
| OP | NR | Drug | > = 5Meds | > = 30Days | • depth and duration: The cut point for high-depth was > = 5 concurrent medications, the cut point for high-duration was > = 31 days | |
| OP | NR | Drug | > = 2Meds | > = 1Day | • concomitant drug use was defined as the dispensing of two or more different psychotropic chemical substances to a child on the same day at least once within the calendar year. | |
| OP | NR | Drug | > = 2Meds | > = 30Days | • having a prescription overlap of more than 30 days of two different second generation antipsychotics | |
| OP | NR | Drug | > = 2Meds | > = 30Days | • overlap of greater than 45 days in the active periods of two or more psychotropic medications with different active ingredients | |
| OP | NR | Drug | > = 5Meds | Sequential | • the prevalence of polypharmacy was defined as the proportion of individuals receiving five or more dispensed prescription drugs (DP> = 5) during a 3-month period. | |
| OP | NR | Drug | > = 5Meds | Sequential | • the prevalence of multiple medications was defined as the proportion of individuals who received five or more dispensed drugs during a 12-month period | |
| OP | NR | Drug | > = 10Meds | NR | • as a definition of excessive polypharmacy, we applied ten or more dispensed drugs (DP> = 10) for an individual during the study period |
1. ADHD = Attention-deficit/hyperactivity disorder
2. AEDs = Antiepileptic drugs
3. DP = Dispensed prescription
4. IP = Inpatient
5. LAS = Long-acting stimulants
6. NR = Not Reported, mainly pharmacy based
7. OP = Outpatient
8. Sequential = Non-overlapping polypharmacy
9. SSRI = Selective serotonin reuptake inhibitor
10. WHO = World Health Organization
11. Multiple = More than one disease group, predominantly combination of epilepsy and psychiatry