Table 1.

Candidate Predictors for Penalized Regression

#	Name	Text	Measurement scale
1	Urge1	I have an urge to smoke.	Strongly disagree (1) to strongly agree (5)
2	Urge2	I really want to smoke.
3	Urge3	I need a cigarette.
4	Affect1	I feel irritable.
5	Affect2	I feel happy.
6	Affect4	I feel frustrated/angry.
7	Affect5	I feel sad.
8	Affect6	I feel worried.
9	Affect7	I feel miserable.
10	Affect8	I feel restless.
11	Affect9	I feel stressed.
12	Affect10	I feel hostile.
13	Affect11	I feel calm.
14	Cig Avail	Cigarettes are available to me.	Not at all (1) to easily available (5)
15	Social1	Other people are around.	Yes/no
16	Social2	I am around other people and at least one of them is smoking.	Yes/no
17	Social3	Are you interacting with people?	Yes/no
18	Social4	I am interacting with people and at least one of them is smoking.	Yes/no
19	Restriction1	Is smoking allowed where you are?	Forbidden (1) discouraged (2) allowed (3)
20	Consumption1	I ate something within the last 15 minutes.	Yes/no
21	Consumption2	I drank alcohol within the last hour.	Yes/no
22	Expectancies1	I am confident that I could do something OTHER THAN SMOKE to improve my mood.	Strongly disagree (1) to strongly agree (5)
23	Expectancies2	I am confident that SMOKING would improve my mood
24	Motivation1	I am motivated to AVOID smoking.
25	Motivation2	I am committed to being smoke free.
26	Abstinence Self Efficacy1	I am confident in my ability to AVOID smoking.