Medication Adherence Tracking
This dataset provides comprehensive tracking of patient medication adherence, including detailed patient demographics, medication regimens, adherence events, and triggered interventions. It enables healthcare providers to monitor patterns, identify non-adherence risks, and evaluate the effectiveness of intervention strategies to improve patient health outcomes.
Sample rows
preview · 8 of 200 rows · all 19 columns| adherence_idinteger | intervention_typestring | intervention_flagboolean | medication_frequencystring | patient_idinteger | patient_first_namestring | patient_last_namestring | patient_date_of_birthdate | patient_genderstring | medication_idinteger | medication_namestring | medication_dosagestring | prescribing_provider_idinteger | prescribing_provider_namestring | adherence_datedate | adherence_statusstring | adherence_timedatetime | adherence_notesstring | intervention_datedatetime |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | none | false | once daily | 101 | Emily | Nguyen | 1990-05-12 | female | 201 | Lisinopril | 10mg | 301 | Dr. Sarah Thompson | 2024-05-01 | taken | 2024-05-01T07:30:00 | No issues reported. | blank |
| 2 | reminder | true | twice daily | 102 | Joshua | Peters | 1955-11-20 | male | 202 | Metformin | 500mg | 302 | Dr. Michael O'Brien | 2024-05-01 | delayed | blank | Forgot morning dose, took at noon. | 2024-05-01T13:00:00 |
| 3 | none | false | three times daily | 103 | Sofia | Garcia | 2014-09-03 | female | 203 | Amoxicillin | 250mg/5ml | 303 | Dr. Priya Patel | 2024-05-01 | taken | 2024-05-01T08:05:00 | Parent administered, no complaints. | blank |
| 4 | none | false | once daily | 104 | Liam | Smith | 1978-03-15 | male | 204 | Atorvastatin | 20mg | 304 | Dr. James Lee | 2024-05-02 | taken | 2024-05-02T20:00:00 | Took with dinner. | blank |
| 5 | none | false | once | 105 | Ava | Johnson | 2023-11-25 | unknown | 205 | Vitamin K | 1mg | 305 | Dr. Maria Ruiz | 2024-05-02 | taken | 2024-05-02T09:10:00 | Neonate dose given at birth. | blank |
| 6 | none | false | as needed | 106 | Benjamin | Chang | 1983-07-22 | male | 206 | Albuterol | 2 puffs | 306 | Dr. Ellen Kim | 2024-05-02 | taken | 2024-05-02T17:44:00 | Used after mild wheezing. | blank |
| 7 | reminder | true | once daily | 107 | Xander | Brown | 1950-01-08 | male | 207 | Warfarin | 5mg | 307 | Dr. John Miller | 2024-05-02 | missed | blank | Forgot evening dose. | 2024-05-03T09:00:00 |
| 8 | none | false | once daily | 108 | Oliver | Martínez | 1988-12-29 | male | 208 | Sertraline | 50mg | 308 | Dr. Laura White | 2024-05-03 | taken | 2024-05-03T08:45:00 | No side effects. | blank |
| 9 | phone_call | true | once daily | 109 | Chloe | King | 2009-08-25 | female | 209 | Cetirizine | 10mg | 309 | Dr. Daniel Wu | 2024-05-03 | missed | blank | Parent forgot to administer dose. | 2024-05-04T11:10:00 |
| 10 | none | false | once daily | 110 | Isabella | Davis | 1965-02-22 | female | 210 | Amlodipine | 5mg | 310 | Dr. Charles Harris | 2024-05-03 | taken | 2024-05-03T07:05:00 | No concerns. | blank |
| 11 | none | false | once daily | 111 | Mia | Wilson | 2018-04-10 | female | 211 | Montelukast | 4mg | 311 | Dr. Olivia Green | 2024-05-04 | taken | 2024-05-04T08:20:00 | Child took chewable tablet. | blank |
| 12 | none | false | as needed | 112 | Lucas | Moore | 1995-06-18 | male | 212 | Ibuprofen | 400mg | 312 | Dr. Henry Chen | 2024-05-04 | taken | 2024-05-04T14:30:00 | Used for headache. | blank |
| 13 | counseling | true | once daily | 113 | Grace | Kim | 1945-11-01 | female | 213 | Levothyroxine | 75mcg | 313 | Dr. William Clark | 2024-05-04 | delayed | blank | Daughter reminded patient. | 2024-05-05T12:00:00 |
| 14 | none | false | once daily | 114 | David | Gonzalez | 1980-10-30 | male | 214 | Omeprazole | 20mg | 314 | Dr. Angela Scott | 2024-05-05 | taken | 2024-05-05T08:00:00 | Took before breakfast. | blank |
| 15 | none | false | once daily | 115 | Ella | Young | 1961-12-05 | female | 215 | Furosemide | 40mg | 315 | Dr. Paul Evans | 2024-05-05 | taken | 2024-05-05T09:30:00 | No complaints. | blank |
| 16 | phone_call | true | once daily | 116 | Mason | Hill | 2012-02-19 | male | 216 | Prednisone | 5mg | 316 | Dr. Julia Adams | 2024-05-05 | missed | blank | Child refused medication. | 2024-05-06T10:20:00 |
| 17 | none | false | once daily | 117 | Harper | Adams | 1991-04-13 | female | 217 | Simvastatin | 20mg | 317 | Dr. Steven Perez | 2024-05-06 | taken | 2024-05-06T21:10:00 | Took after work. | blank |
| 18 | none | false | once daily | 118 | Samuel | Baker | 1921-07-07 | male | 218 | Digoxin | 0.125mg | 318 | Dr. Linda Foster | 2024-05-06 | unknown | blank | Record not available. | blank |
| 19 | none | false | once daily | 119 | Evelyn | Collins | 2016-01-31 | female | 219 | Azithromycin | 200mg/5ml | 319 | Dr. Robert Turner | 2024-05-07 | taken | 2024-05-07T08:40:00 | No reported side effects. | blank |
| 20 | none | false | once daily | 120 | Noah | Stewart | 1985-09-09 | male | 220 | Hydrochlorothiazide | 25mg | 320 | Dr. Michelle Reed | 2024-05-07 | taken | 2024-05-07T07:55:00 | Took before leaving home. | blank |
What the 200 rows show
from the 200-row sampleReminder (intervention type) stands out: 43 of its 43 rows have intervention_
- 30%intervention_
flag = true - 4patient genders
- 4adherence statuses
- 51medication dosages
- string 10
- integer 4
- date 2
- datetime 2
- boolean 1
Columns
19 columns in four groups| column | type | description | example |
|---|---|---|---|
| Text 10 columns | |||
patient_first_name | string | Patient's first name | Emily |
patient_last_name | string | Patient's last name | Nguyen |
patient_gender | string | Patient's gendermale · female · other · unknown · optional | female |
medication_name | string | Name of the medication prescribed | Lisinopril |
medication_dosage | string | Dosage information for the medication (e.g., 10mg, 1 tablet) | 10mg |
medication_frequency | string | Frequency of medication intake (e.g., once daily, twice daily)6 frequencies | once daily |
prescribing_provider_name | string | Name of the prescribing healthcare provider | Dr. Sarah Thompson |
adherence_status | string | Status of medication adherence (e.g., taken, missed, delayed)taken · missed · delayed · unknown | taken |
adherence_notes | string | Additional notes regarding adherence (e.g., reasons for missing dose, side effects)optional | No issues reported. |
intervention_type | string | Type of intervention provided (e.g., phone call, counseling, reminder)phone_call · counseling · reminder · none · other · optional | none |
| Numbers 4 columns | |||
adherence_id | integer | Unique identifier for each medication adherence recordunique | 1 |
patient_id | integer | Unique identifier for the patient | 101 |
medication_id | integer | Unique identifier for the medication | 201 |
prescribing_provider_id | integer | Unique identifier for the prescribing healthcare provider | 301 |
| Dates and times 4 columns | |||
patient_date_of_birth | date | Patient's date of birth | 1990-05-12 |
adherence_date | date | Date when adherence was recorded | 2024-05-01 |
adherence_time | datetime | Exact time when medication was taken or missedoptional | 2024-05-01T07:30:00 |
intervention_date | datetime | Date and time when intervention occurredoptional | 2024-05-01T13:00:00 |
| True or false 1 column | |||
intervention_flag | boolean | Indicates if an intervention was triggered due to non-adherenceoptional | false |
Use it for
A healthcare dashboard
The intervention_
flag rate, intervention_ flag by intervention_ type and a breakdown of medication_ frequency. Excel, Power BI or Tableau. Why do 59 of 200 rows have intervention_
flag = true? A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
- Rows2001none2reminder7reminder
A software demo
Believable rows with patient_
id, patient_ first_ name and patient_ last_ name to fill a screen in front of a buyer.
This dataset200 rows19 columns
Yours1,000 rows19 columns
blueprint · medication-adherence-tracking
Behind this dataset
Same schema. As many rows as you need.
These 200 rows came out of a blueprint — 19 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
- Track prescription fill dates
- Record dosage compliance per patient
- Flag missed doses
- Correlate adherence with health outcomes
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
- medication-adherence-tracking