Drug Prescription Adherence Records
This dataset provides detailed records of patient adherence to prescribed medications, including patient demographics, prescription details, adherence status, and provider information. It enables healthcare providers and researchers to analyze medication compliance, identify patterns of non-adherence, and develop interventions to improve patient outcomes and reduce hospital readmissions.
Sample rows
preview · 8 of 80 rows · all 16 columns| adherence_record_idstring | adherence_statusstring | adherence_percentagefloat | medication_dosagestring | patient_idstring | prescription_idstring | medication_namestring | medication_frequencystring | prescription_start_datedate | prescription_end_datedate | adherence_notesstring | reporting_datedate | provider_idstring | patient_ageinteger | patient_genderstring | patient_postal_codestring |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AR0001 | adherent | 98.4 | 10mg | P1001 | RX2001 | Lisinopril | once daily | 2023-11-05 | 2024-02-05 | Excellent adherence. | 2024-02-07 | PR501 | 54 | female | 02139 |
| AR0002 | non-adherent | 48.7 | 500mg | P1002 | RX2002 | Metformin | twice daily | 2024-01-10 | 2024-03-10 | Missed doses due to side effects. | 2024-03-12 | PR503 | 62 | male | 91311 |
| AR0003 | partially adherent | 74.9 | 20mg | P1003 | RX2003 | Atorvastatin | once daily | 2024-02-01 | 2024-04-01 | blank | 2024-04-02 | PR502 | 47 | female | 10003 |
| AR0004 | adherent | 100 | 5mg | P1004 | RX2004 | Amlodipine | once daily | 2023-12-15 | 2024-02-15 | Patient reports no missed doses. | 2024-02-16 | PR504 | 68 | male | 60657 |
| AR0005 | adherent | 97.5 | 50mcg | P1005 | RX2005 | Levothyroxine | once daily | 2023-10-01 | 2023-12-30 | blank | 2023-12-31 | PR505 | 40 | female | 75201 |
| AR0006 | non-adherent | 35.2 | 40mg | P1006 | RX2006 | Simvastatin | once nightly | 2024-02-20 | 2024-04-20 | Lost prescription for 2 weeks. | 2024-04-22 | PR501 | 60 | male | 19104 |
| AR0007 | adherent | 95.1 | 20mg | P1007 | RX2007 | Omeprazole | once daily | 2024-02-14 | 2024-03-16 | Occasional missed morning dose. | 2024-03-18 | PR506 | 33 | male | 98115 |
| AR0008 | partially adherent | 62.6 | 300mg | P1008 | RX2008 | Gabapentin | three times daily | 2023-12-01 | 2024-02-28 | Difficulty maintaining midday dose. | 2024-03-01 | PR507 | 71 | female | 33101 |
| AR0009 | adherent | 88.7 | 25mg | P1009 | RX2009 | Hydrochlorothiazide | once daily | 2023-11-20 | 2024-01-20 | blank | 2024-01-22 | PR508 | 59 | female | 30303 |
| AR0010 | adherent | 100 | 2 puffs | P1010 | RX2010 | Albuterol | as needed | 2024-03-01 | blank | Used only during flare-ups. | 2024-03-28 | PR509 | 26 | other | 94110 |
| AR0011 | non-adherent | 20.3 | 50mg | P1011 | RX2011 | Sertraline | once daily | 2024-03-10 | 2024-06-10 | Stopped due to side effects. | 2024-04-10 | PR510 | 23 | female | 85001 |
| AR0012 | adherent | 99.2 | 100mg | P1012 | RX2012 | Losartan | once daily | 2023-12-25 | 2024-03-25 | blank | 2024-03-26 | PR511 | 66 | male | 11201 |
| AR0013 | partially adherent | 70.1 | 5mg | P1003 | RX2013 | Warfarin | once daily | 2024-01-04 | 2024-02-28 | Missed several weekly doses. | 2024-03-01 | PR502 | 47 | female | 10003 |
| AR0014 | adherent | 94.6 | 10mg | P1013 | RX2014 | Escitalopram | once daily | 2024-02-22 | 2024-05-22 | blank | 2024-04-20 | PR504 | 35 | male | 98103 |
| AR0015 | adherent | 91.9 | 15 units | P1014 | RX2015 | Insulin Glargine | once nightly | 2024-01-01 | 2024-03-01 | Missed 3 doses in February. | 2024-03-02 | PR503 | 53 | female | 60640 |
| AR0016 | adherent | 100 | 75mg | P1015 | RX2016 | Clopidogrel | once daily | 2024-03-11 | 2024-05-11 | blank | 2024-04-15 | PR505 | 61 | male | 19103 |
| AR0017 | non-adherent | 40.5 | 0.5mg | P1016 | RX2017 | Alprazolam | twice daily | 2024-03-05 | 2024-05-05 | Patient discontinued medication. | 2024-04-10 | PR510 | 29 | unknown | 33109 |
| AR0018 | partially adherent | 68.9 | 30mg | P1017 | RX2018 | Duloxetine | once daily | 2023-09-15 | 2023-12-15 | Patient missed doses during holidays. | 2023-12-18 | PR511 | 43 | female | 48226 |
| AR0019 | adherent | 90.2 | 5mg | P1018 | RX2019 | Prednisone | once daily | 2024-01-18 | 2024-02-18 | Missed last 3 doses. | 2024-02-19 | PR504 | 58 | male | 44114 |
| AR0020 | adherent | 97.1 | 10mg | P1010 | RX2020 | Montelukast | once nightly | 2024-02-01 | 2024-04-01 | blank | 2024-04-03 | PR509 | 26 | other | 94110 |
What the 80 rows show
from the 80-row sampleNon-adherent (adherence status) stands out: mean adherence_
- 91.2median adherence_
percentage - 4patient genders
- 8medication frequencies
- 47.5median patient_
age
Median 91.2, from 0.0 to 100.0.
- string 11
- integer 1
- float 1
- date 3
Columns
16 columns in three groups| column | type | description | example |
|---|---|---|---|
| Text 11 columns | |||
adherence_record_id | string | Unique identifier for each drug prescription adherence recordunique | AR0001 |
patient_id | string | Unique identifier for the patient | P1001 |
prescription_id | string | Unique identifier for the prescription | RX2001 |
medication_name | string | Name of the prescribed medication | Lisinopril |
medication_dosage | string | Dosage of the medication as prescribed (e.g., 10mg, 1 tablet) | 10mg |
medication_frequency | string | Frequency of medication intake as prescribed (e.g., once daily, twice daily)8 frequencies | once daily |
adherence_status | string | Status indicating if the patient adhered to the prescription (e.g., adherent, non-adherent, partially adherent)adherent · non-adherent · partially adherent | adherent |
adherence_notes | string | Additional notes or comments regarding the patient's adherenceoptional | Excellent adherence. |
provider_id | string | Unique identifier for the healthcare provider or clinician responsible for the prescriptionoptional | PR501 |
patient_gender | string | Gender of the patientmale · female · other · unknown · optional | female |
patient_postal_code | string | Postal code of the patient's residenceoptional | 02139 |
| Numbers 2 columns | |||
adherence_percentage | float | Percentage of prescribed doses taken by the patient during the prescription period0 to 100 · optional | 98.4 |
patient_age | integer | Age of the patient at the time of prescription0 or more · optional | 54 |
| Dates and times 3 columns | |||
prescription_start_date | date | Date when the prescription period started | 2023-11-05 |
prescription_end_date | date | Date when the prescription period ended or is expected to endoptional | 2024-02-05 |
reporting_date | date | Date when the adherence record was reported or updated | 2024-02-07 |
Use it for
A healthcare dashboard
Adherence_
percentage by adherence_ status and a breakdown of medication_ dosage. Excel, Power BI or Tableau. Why do the 16 non-adherent rows have a mean adherence_
percentage of 28.9? A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
- Adherence records80AR000198.4adherentAR000248.7non-adhe…AR000374.9partiall…
A software demo
Believable adherence records with patient_
id, prescription_ id and medication_ name to fill a screen in front of a buyer.
This dataset80 rows16 columns
Yours1,000 rows16 columnspatient_postal_code: UK only
blueprint · drug-prescription-adherence-records
Behind this dataset
Same schema. As many rows as you need.
These 80 rows came out of a blueprint — 16 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.
Rules it was built with
- Include patient ID, medication, and prescribed schedule.
- Record actual intake timestamps.
- Flag missed doses for follow-up.
- Indicate prescription refill status.
Open the blueprint in Data Factory
1 credit per row. Preview 20 rows free. Buy rows for the full run.
- Exports
- CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
- Licence
- yours to use, including commercially
- API slug
- drug-prescription-adherence-records