Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls...

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Introduction to Case-crossover design Isfahan- CSC: Clinical Studies Center By: Tohid Jafari

Transcript of Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls...

Page 1: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

Introduction to Case-crossover

design

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 2: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

Brief introduction to case-crossover design

unusual just before

The simple part of the questionThe challenging part

We need controls to determine what unusual meant. However, using different individuals for comparison is not rationale since everyone is different and has different response to the same exposure.

Brief introduction to case-crossover design

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 3: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

Feel the design…

Feel the design…

Time is passing

I am so sick…Why??

Did I do something unusual right before

the illness?????

In comparison to my usual???

Have you experienced?Of course you have.

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 4: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

Why call it Case-Crossover?

each case is its own controlviewed retrospectively

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 5: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

Starting example

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 6: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

Starting example

Exposure to a hazard

Higher or lower hazard exposures triggers the event? Depends on the relationship.

Case-control design needs different control in the same time

Case crossover needs the same control at different time

Car with accident

Car without accident

Time

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 7: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

the control is the same person at a different time rather than a different person at the same time.

Starting example

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 8: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

Matched pair case-control 2*2:

Q: are exposures are differentin cases and controls?

Case-crossover 2*2:

Q: are exposures are differentin hazard and control periods?

Starting example

Control period

Expo Unexpo

Hazard period

Exposed a b

Unexpo c d

Controls

Expo Unexpo

CasesExposed a b

Unexpo c d

All subjects are cases.

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 9: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

Despite being similar, previous experience in conducting case-control studies

does not fully prepare you for doing case-crossover study.

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 10: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

Terminology used in case-crossover

design

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 11: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

- Case window, or current period, or effect period:

Example

Terminology

✍Exposure A

Effect period

Exposure B Effect period

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 12: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

-Hazard period:

Usually the length of hazard period is the same as the length of effect period.

Terminology

Event onset

Hazard period

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 13: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

The length of this period is very important

Terminology

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 14: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

- Control window, or reference period, or control period:

There are 2 types of control data or information:Exposure information from comparable time period

Exposure information according to individual usual exposure frequency

Terminology

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 15: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

Suitable study cases

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 16: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

Study subjects suitable for case-crossover?1- Acute cases2- Crossing over3- Transience of the effect

Study subjects suitable for case crossover?

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 17: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

Pros and Cons

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 18: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

Pros:

Pros and cons

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 19: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

Cons:- Not suitable for chronic diseases:

- Not able to assess long term effects:

- Recall bias:

- Requires careful selection of the length and timing of the windows

Pros and cons

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 20: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

Applications in articles

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 21: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

A case-crossover study of alcohol consumption, meals and the risk of road traffic crashes

Applications in articles

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 22: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

The role of alcohol and drugs in triggering criminal violence: a case-crossover study

Applications in articles

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 23: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

Risk of new acute myocardial infarction hospitalization associated with use of oral andparenteral non-steroidal anti-inflammation drugs

Applications in articles

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 24: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

Alcohol and risk of admission to hospital for unintentional cutting or piercing injuries at home: a population-based case-crossover study

Applications in articles

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari

Page 25: Introduction to Case-crossover design · Expo Unexpo Hazard period Exposed a b Unexpo c d Controls Expo Unexpo Cases Exposed a b Unexpo c d All subjects are cases. Isfahan- CSC: Clinical

Clinical features and risk factors for upper gastrointestinal bleeding in children: a case-crossover study

Applications in articles

Isfahan- CSC: Clinical Studies CenterBy: Tohid Jafari