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Table 4 Studies without synchronization of eligibility, treatment assignment, and follow-up

From: Risk of bias in observational studies using routinely collected data of comparative effectiveness research: a meta-research study

Author, year

Patients (n)

Intervention

Comparator

Outcomes

Time points of eligibility

Times points of treatment assignment

Start of follow-up

Situations of failure of emulating a target trial

Type of bias might arise

Solution described by authors

Converse 2019 [19]

111

Angiotensin II inhibitors after continuous-flow left ventricular assist devices implant

Usual care

Gastrointestinal bleeding

30 days after operation to implant continuous-flow left ventricular assist devices

Within 30 days since operation

30 days after operation

b. Follow-up starts at eligibility but after treatment initiation.

Prevalent user bias, selection bias due to post-treatment eligibility

No solution described.

Skriver 2019 [20]

29,136

Low-dose aspirin

Usual care

Prostate cancer mortality

1 year after prostate cancer diagnosis

Within 1 year since diagnosis

1 year after prostate cancer diagnosis

b. Follow-up starts at eligibility but after treatment initiation.

Prevalent user bias, selection bias due to post-treatment eligibility

No solution described.

Friberg 2019 [21]

47,492

Oral anticoagulant

No treatment

Diagnosis of dementia, ischemic stroke, intracranial bleeding

At the time of diagnosis of atrial fibrillation

6 months before the start of follow-up

30 days after the diagnosis of atrial fibrillation

b. Follow-up starts at eligibility but after treatment initiation.

Prevalent user bias, selection bias due to post-treatment eligibility

No solution described.

Brauer 2019 [23]

424,996

Trazodone

Other antidepressants

Diagnosis of dementia

At the second prescription of antidepressant

At the first prescription of antidepressant

At the first prescription of antidepressant

c. Follow-up starts at treatment initiation but before eligibility.

Immortal time bias and selection bias due to post-treatment eligibility

No solution described.

Xie 2019 [24]

214,467

Proton pump inhibitors

H2 blockers

All-cause mortality

180 days after treatment group assignment

At the first prescription of either PPI or H2 blocker

At the first prescription of either PPI or H2 blocker

c. Follow-up starts at treatment initiation but before eligibility.

Selection bias due to post-treatment eligibility

No solution described.

Brown 2019 [25]

1555

Immunomodulatory disease-modifying therapies

No treatment

Disease progression

6 months after treatment commencement

Date of treatment commencement

Date of treatment commencement

c. Follow-up starts at treatment initiation but before eligibility.

Immortal time bias and selection bias due to post-treatment eligibility

Exposure was considered as time-dependent variable in all analysis to adjust for immortal time bias, but no solution described for selection bias due to post-treatment eligibility.

Kim 2019 [26]

1.0705

Statin

Statin + fenofibrate

Cardiovascular events

3 months after fenofibrate initiation

Date of fenofibrate initiation

Date of fenofibrate initiation

c. Follow-up starts at treatment initiation but before eligibility.

Immortal time bias and selection bias due to post-treatment eligibility

No solution described.

Axtell 2019 [30]

3276

Surgery

Medical therapy

All-cause mortality

The first echocardiographic diagnosis

Time of surgery

The first echocardiographic diagnosis

d. Follow-up start at eligibility, but treatment is assigned later.

Immortal time bias and misclassification of treatment

Time-dependent propensity score matching and allocate time before surgery to the control group.

Gharbi 2019 [31]

157,264

Antibiotic

No treatment

Bloodstream infection, hospital admission, and all-cause mortality

Date of urinary tract infection diagnosis

Within 7 days since diagnosis

Date of urinary tract infection diagnosis

d. Follow-up start at eligibility, but treatment is assigned later.

Immortal time bias and misclassification of treatment

No solution described.

Gray 2019 [32]

9653

Chemotherapy

Usual care

All-cause mortality and breast cancer mortality

Date of diagnosis

Date of chemotherapy commencement not reported but likely to be after the date of diagnosis

Date of diagnosis

d. Follow-up start at eligibility, but treatment is assigned later.

Immortal time bias and misclassification of treatment

No solution described.

van Rein 2019 [33]

272,315

Antithrombotic therapy

No treatment

Major bleeding

The date of their atrial fibrillation diagnosis

Treatment starts at any time after diagnosis

The date of their atrial fibrillation diagnosis

d. Follow-up start at eligibility, but treatment is assigned later.

Immortal time bias and misclassification of treatment

Exposure was treated as time-dependent variable in Cox regression.

Mahévas 2020 [34]

173

Hydroxychloroquine

Usual care

Survival without transfer to ICU

Admission to hospital

Within 48 h since admission

Admission to hospital

d. Follow-up start at eligibility, but treatment is assigned later.

Immortal time bias and misclassification of treatment

Patients from the control group who reached the primary outcome during the grace period were randomly assigned to one of the two groups, given that their observational data were compatible with both groups at the time of the event.

Rosenberg 2020 [35]

1438

Hydroxychloroquine with or without azithromycin

Usual care

In-hospital mortality

At admission to hospital

Start treatment at any time during hospitalization

24 h after admission

d. Follow-up start at eligibility, but treatment is assigned later.

Immortal time bias and misclassification of treatment

No solution described.

Geleris 2020 [38]

1446

Hydroxychloroquine

Usual care

Composite of intubation and death

24 h after arrival at the emergency department

Start treatment before or any time after hospitalization

24 h after arrival at the emergency department

b. Follow-up starts at eligibility but after treatment initiation for prevalent user group.

d. Follow-up start at eligibility, but treatment is assigned later for new user group.

Prevalent user bias and immortal time bias

No solution described.

Jorge 2019 [36]

9659

Renal transplant

Usual care

All-cause mortality

The initial date of entry into the waitlist

Surgery at any time after being the waitlist

The initial date of entry onto the waitlist

d. Follow-up start at eligibility, but treatment is assigned later.

Immortal time bias and misclassification of treatment

Exposure was considered as time-dependent variable in all analysis.

Rea 2018 [28]

44,534

Two drug therapy antihypertension

Monotherapy antihypertension

Cardiovascular events

1 year after the dispensing of treatment

The first day of drug dispensing

The first day of drug dispensing

c. Follow-up starts at treatment initiation but before eligibility.

Immortal time bias and selection bias due to post-treatment eligibility

No solution described.

Lin 2018 [27]

6558

Low-dose of rivaroxaban

Standard dose of rivaroxaban

Major bleeding events

Patients refilled prescription more than once since the start of rivaroxaban

The first prescription of rivaroxaban

The first prescription of rivaroxaban

c. Follow-up starts at treatment initiation but before eligibility.

Immortal time bias and selection bias due to post-treatment eligibility

A sensitivity analysis was performed to include patients who did not refill their prescription after the first one.

Siontis 2018 [22]

25,523

Apixaban or switching from warfarin to apixaban

Warfarin

Ischemic stroke, major bleeding events, and death

Diagnosis of atrial fibrillation

The date of the initial anticoagulation prescription or the date of apixaban prescription if patient switched from warfarin to apixaban

The date of the initial anticoagulation prescription or the date of apixaban prescription if patient switched from warfarin to apixaban

b. Follow-up starts at eligibility but after treatment initiation.

Selection bias due to post-treatment eligibility

No solution described.

Ramos 2018 [29]

46864

Statin

No treatment

Incidences of atherosclerotic cardiovascular diseases and all-cause mortality

The second invoice of statin

The first invoice of statin

The first invoice of statin

c. Follow-up starts at treatment initiation but before eligibility.

Immortal time bias and selection bias due to post-treatment eligibility

No solution described.