. 2024 Mar 22;14:24. doi: 10.1186/s13561-024-00497-4

Table 4.

Latent Class conditional logit model

Attributes and levels	Class 1			Class 2			Class 3
Attributes and levels	β	SE	p	β	SE	p	β	SE	p
Type of Staff
Other health worker^b
Doctor	0.022	0.174	0.900	1.948	0.352	< 0.001	-0.042	0.105	0.687
Nurse	0.456	0.176	0.010	0.831	0.191	< 0.001	0.216	0.076	0.005
Environment
Not clean at all (1 star)^b
Moderately clean (3 star)	1.584	0.239	< 0.001	0.536	0.128	< 0.001	-0.105	0.108	0.329
Very clean (5 star)	1.675	0.212	< 0.001	0.611	0.105	< 0.001	-0.114	0.126	0.364
Health worker attitude
Service provider is stern and may be judgmental^b
Service provider is open and friendly	1.430	0.245	< 0.001	-0.382	0.140	0.007	0.094	0.064	0.143
Cost	-0.046	0.030	0.128	0.090	0.022	< 0.001	-0.125	0.023	< 0.001
Time	-0.123	0.114	0.278	-0.163	0.088	0.062	-0.193	0.062	0.002
Contraceptive
May not always be available^b
At least one method is always available	0.296	0.136	0.029	0.235	0.114	0.039	0.230	0.067	0.001
Opening hours
Weekdays only
Weekdays and weekends	0.328	0.142	0.021	-0.047	0.119	0.690	-0.150	0.096	0.120
Weekdays and after hours	0.817	0.234	< 0.001	0.051	0.132	0.698	-0.312	0.087	< 0.001
Health facility
Neither^b
Health Facility 1	3.046	0.232	< 0.001	3.495	0.205	< 0.001	3.383	0.203	< 0.001
Health Facility 2	2.878	0.212	< 0.001	3.579	0.220	< 0.001	3.062	0.208	< 0.001
Participant characteristics	Share 1			Share 2^a			Share 3
Rural^c	0.093	0.263	0.725				0.096	0.251	0.702
Apprentice/Artisans^d	0.234	0.307	0.446				0.400	0.280	0.153
Other occupations^d	-0.003	0.390	0.994				0.082	0.330	0.803
Primary education^e	0.873	1.298	0.501				-0.224	0.761	0.769
Secondary education^e	0.458	1.273	0.719				-0.839	0.702	0.232
Tertiary education^e	1.271	1.360	0.350				-2.006	1.072	0.061
Middle SES^f	0.350	0.326	0.284				-0.640	0.239	0.007
Higher SES^f	1.289	0.400	0.001				-0.061	0.355	0.864
Used contraceptive ^g	-0.458	0.314	0.145				-0.372	0.272	0.171
Never had sex ^g	-0.536	0.381	0.159				0.123	0.308	0.689
Constant	-1.164	1.354	0.390				1.257	0.851	0.140

SES Perceived Socioeconomic status

^aReference class

^bReference category; Reference categories for ‘Participant characteristics’

^cUrban

^dStudent

^eNo formal education

^fLower SES

^gDidn’t use contraceptive in last sexual act