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Table 2 The double difference design to measure treatment effect

From: Clinical study protocol on electronic cigarettes and nicotine pouches for smoking cessation in Pakistan: a randomized controlled trial

 

Baseline value of indicator

Follow-up value of indicator

Difference over time

Beneficiary group (intervention)

a

c

c–a

Non-beneficiary

B

d

d–b

(comparison)

Difference over group

a–b

c–d

DID (treatment effect) = (d–b)–(c–a)

or

(a–b)–(c–d)

  1. Depending upon the measurement scale of each indicator, the cells (a, b, c, and d) in the table can be primary and secondary outcomes indicators