Healthcare
18 columns
100 rows
8 formats

Clinical Trial Drug Administration and Compliance

This dataset provides detailed records of drug administration, dosing schedules, compliance, dose modifications, drug accountability, and concomitant medication use for participants in clinical trials. It enables comprehensive monitoring of protocol adherence, supports safety and efficacy analyses, and facilitates regulatory reporting for pharmaceutical research.

last updated 2 Nov 2025
by GoMask

The brief that made it

Monitoring participant compliance and protocol adherence in clinical trials

Sample rows

preview · 8 of 100 rows · all 18 columns

trial_idstring	dose_unitstring	drug_dosefloat	dose_modificationboolean	concomitant_medication_namestring	subject_idstring	visit_datedate	drug_namestring	dosing_schedulestring	modification_reasonstring	compliance_percentagefloat	missed_dosesinteger	drug_accountability_returnedinteger	drug_accountability_dispensedinteger	concomitant_medication_start_datedate	concomitant_medication_end_datedate	protocol_adherenceboolean	notesstring
TRIAL-101-A	mg	10	false	Metformin	SUBJ-001	2023-03-14	Lisinopril	once daily	blank	96.7	1	0	30	2023-03-12	2023-04-10	true	Excellent compliance
TRIAL-101-A	mg	20	true	blank	SUBJ-002	2023-03-17	Lisinopril	once daily	Increased due to high blood pressure	89	3	2	30	blank	blank	false	Dose increased at this visit
TRIAL-101-A	mg	10	false	Atorvastatin	SUBJ-003	2023-03-21	Lisinopril	once daily	blank	100	0	0	30	2023-03-18	2023-04-15	true	No missed doses
TRIAL-101-A	mg	5	true	blank	SUBJ-004	2023-03-25	Lisinopril	once daily	Reduced due to dizziness	92.3	2	1	30	blank	blank	true	Dose reduced after adverse event
TRIAL-101-A	mg	10	false	Amlodipine	SUBJ-005	2023-03-28	Lisinopril	once daily	blank	95	2	2	30	2023-03-27	2023-04-20	true	Missed doses due to travel
TRIAL-102-B	mg	500	false	blank	SUBJ-006	2023-04-02	Metformin	twice daily	blank	97.5	1	1	60	blank	blank	true	High compliance
TRIAL-102-B	mg	1000	true	Simvastatin	SUBJ-007	2023-04-04	Metformin	twice daily	Dose increased for better glycemic control	85	5	4	60	2023-04-03	2023-04-30	false	Compliance below target
TRIAL-102-B	mg	500	false	Aspirin	SUBJ-008	2023-04-10	Metformin	twice daily	blank	98.3	1	0	60	2023-04-09	2023-05-07	true	No issues
TRIAL-102-B	mg	850	true	blank	SUBJ-009	2023-04-14	Metformin	twice daily	GI upset, dose reduced	91.6	3	3	60	blank	blank	true	Dose reduced after adverse event
TRIAL-102-B	mg	1000	false	Lisinopril	SUBJ-010	2023-04-18	Metformin	twice daily	blank	99.2	0	0	60	2023-04-15	2023-05-12	true	No missed doses
TRIAL-103-C	mg	20	false	blank	SUBJ-011	2023-05-02	Atorvastatin	once daily	blank	97	1	0	30	blank	blank	true	Good compliance
TRIAL-103-C	mg	40	true	Amlodipine	SUBJ-012	2023-05-04	Atorvastatin	once daily	Dose increased due to high LDL	88.5	3	2	30	2023-05-03	2023-05-30	false	Dose increased this cycle
TRIAL-103-C	mg	20	false	blank	SUBJ-013	2023-05-07	Atorvastatin	once daily	blank	94.2	2	2	30	blank	blank	true	Minor nonadherence
TRIAL-103-C	mg	10	true	Metformin	SUBJ-014	2023-05-10	Atorvastatin	once daily	Reduced due to muscle pain	95.7	1	1	30	2023-05-09	2023-06-05	true	Dose reduced
TRIAL-103-C	mg	20	false	blank	SUBJ-015	2023-05-13	Atorvastatin	once daily	blank	92	2	2	30	blank	blank	true	Missed doses due to travel
TRIAL-104-D	mg	5	false	Metformin	SUBJ-016	2023-06-02	Amlodipine	once daily	blank	96.5	1	0	30	2023-06-01	2023-06-30	true	Good compliance
TRIAL-104-D	mg	10	true	blank	SUBJ-017	2023-06-05	Amlodipine	once daily	Dose increased for blood pressure control	90.8	3	2	30	blank	blank	false	BP control issue
TRIAL-104-D	mg	5	false	Aspirin	SUBJ-018	2023-06-09	Amlodipine	once daily	blank	98.2	0	0	30	2023-06-08	2023-07-05	true	No missed doses
TRIAL-104-D	mg	5	true	blank	SUBJ-019	2023-06-12	Amlodipine	once daily	Reduced due to edema	93.4	2	2	30	blank	blank	true	Dose reduced
TRIAL-104-D	mg	10	false	Lisinopril	SUBJ-020	2023-06-16	Amlodipine	once daily	blank	94	2	1	30	2023-06-15	2023-07-12	true	Missed doses due to illness

What the 100 rows show

from the 100-row sample

IU (dose unit) stands out: mean drug_dose is 3,675, against 123.9 for the rest.

34%dose_modification = true
20.0median drug_dose
12dosing schedules
95.0median compliance_percentage
1median missed_doses
1median drug_accountability_returned

Mean drug_dose by dose_unit100 rows

drug_dose100 rows, in bands of 2,000

Median 20.0, from 0.25 to 12,000.

concomitant_medication_name48 rows with a value · 52 left blank

Metformin12
Amlodipine9
Simvastatin7
Aspirin4
Atorvastatin3
Lisinopril2
Paracetamol2
Cetirizine2
Pantoprazole2
Ibuprofen1

18 columns by typefrom the column list below

string 8
integer 3
float 2
date 3
boolean 2

Columns

18 columns in four groups

blueprint · 18 columns
column	type	description	example
Text 8 columns
`trial_id`	string	Unique identifier for the clinical trial	TRIAL-101-A
`subject_id`	string	Unique identifier for the study participant	SUBJ-001
`drug_name`	string	Name of the study drug dispensed	Lisinopril
`dose_unit`	string	Unit of measurement for the drug dose (e.g., mg, mL)mg · g · mL · IU · other	mg
`dosing_schedule`	string	Description of the dosing schedule (e.g., once daily, twice weekly)12 schedules	once daily
`modification_reason`	string	Reason for dose modification, if applicableoptional	Reduced due to dizziness
`concomitant_medication_name`	string	Name of concomitant medication taken during the periodoptional	Metformin
`notes`	string	Additional notes or comments by study staffoptional	Excellent compliance
Numbers 5 columns
`drug_dose`	float	Amount of drug dispensed per administration (in mg or appropriate unit)0 or more	10
`compliance_percentage`	float	Percentage of doses taken as prescribed during the period0 to 100	96.7
`missed_doses`	integer	Number of doses missed during the period0 or more	1
`drug_accountability_returned`	integer	Number of unused drug units returned by the participant0 or more	0
`drug_accountability_dispensed`	integer	Number of drug units dispensed to the participant0 or more	30
Dates and times 3 columns
`visit_date`	date	Date of the participant's study visit	2023-03-14
`concomitant_medication_start_date`	date	Start date of concomitant medicationoptional	2023-03-12
`concomitant_medication_end_date`	date	End date of concomitant medicationoptional	2023-04-10
True or false 2 columns
`dose_modification`	boolean	Indicates if the dose was modified from the protocol	false
`protocol_adherence`	boolean	Indicates if the participant adhered to the protocol during this period	true

Use it for

A healthcare dashboard
The dose_modification rate, drug_dose by dose_unit and a breakdown of concomitant_medication_name. Excel, Power BI or Tableau.
Why do the 12 IU rows have a mean drug_dose of 3,675?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Trials100
TRIAL-101-A10mg
TRIAL-101-A20mg
TRIAL-101-A5mg
A software demo
Believable trials with subject_id, visit_date and drug_name to fill a screen in front of a buyer.

This dataset100 rows18 columns

Yours1,000 rows18 columns

blueprint · clinical-trial-drug-administration-and-compliance

Behind this dataset

Same schema. As many rows as you need.

These 100 rows came out of a blueprint — 18 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

Dispensing ID unique per drug supply
Subject ID and visit date
Study drug lot number and expiration
Dose level and frequency
Actual dose administered or dispensed
Dose modifications: reduction, delay, hold
Reason for modification: toxicity, AE, patient request
Compliance: pill counts, diary cards, drug levels

Rows1,000 rows10,000 rows100,000 rows1,000,000 rows

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: clinical-trial-drug-administration-and-compliance

What should your data show?

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Sample rows

What the 100 rows show

Columns

Use it for

A healthcare dashboard

A root-cause class exercise

A software demo

Make it yours.

Same schema. As many rows as you need.

More in Healthcare

What should your data show?