Ghana Clean Team Survey — cleanteamghana • cleanteamghana

The Clean Team Ghana dataset captures extensive information on various aspects of container-based sanitation in Ghana. It includes data on household demographics, sanitation facilities, cleanliness perceptions, usage patterns, satisfaction levels, concerns, and factors influencing the adoption of Clean Team Ghana's container-based sanitation services. This dataset aims to evaluate the effectiveness, acceptance, and challenges associated with container-based sanitation practices in Ghanaian communities.

Usage

cleanteamghana

Format

A tibble with 583 rows and 127 variables:

uuid: Unique identifier for each record
submission_time: Timestamp of the survey submission
area: Area of the observation
district: District of the observation
community: Community of the observation
cleanliness_of_neighborhood: Perceived cleanliness of the neighborhood
safety_of_neighborhood: Perceived safety of the neighborhood
development_priority_of_neighborhood: Development priority of the neighborhood
age_of_respondent: Age of the respondent
sex_respondent: Gender of the respondent
marital_status: Marital status of the respondent
highest_level_of_education: Highest level of education completed by the respondent
employment_type: Type of employment of the respondent
house_ownership: Ownership status of the house
landlord_residence: Whether the landlord resides in the same location
female_less_5: Number of females under 5 years old living in the house
female_from_5_to_18: Number of females between 5 and 18 years old living in the house
female_more_18: Number of females over 18 years old living in the house
male_less_5: Number of males under 5 years old living in the house
male_from_5_to_18: Number of males between 5 and 18 years old living in the house
male_more_18: Number of males over 18 years old living in the house
number_households_sharing: Number of households sharing a facility
number_of_households: Total number of households in the house/area?
number_of_rooms: Total number of rooms in the house
daily_toilet_usage: Frequency of toilet usage per day
electricity_situation: Electricity situation in the house
fuel_used_for_cooking: Type of fuel used for cooking
location_of_water_source: Location of water source
able_to_observe_toilet: Ability to observe a toilet in the area by the interviewer
cant_afford_toilet: Inability to afford a toilet by inhabitants of the house
functioning_toilet: Presence of a functioning toilet
functioning_toilet_is_ctg: The functioning toilet is from Clean Team Ghana?
handwashing_facility: Availability of a handwashing facility
floor_material: Material used for flooring
roof_material: Material used for roofing
wall_material: Material used for walls
pan_material: Material used for toilet pans
pit_lining: Presence of pit lining
mechanical_emptying: Mechanical emptying of the pit
primary_solidwaste_collection: Primary method of solid waste collection
presence_of_drain: Presence of a drain in the toilet
presence_of_paved_road: Presence of paved roads near the toilet
presence_of_street_lights: Presence of street lights near the toilet
cleaned_toilet: Cleanliness of the toilel
cleanliness_of_pan: Cleanliness of the toilet pan
cleanliness_of_slab: Cleanliness of the toilet slab
concerns_about_using_ctg_toilet: Whether individuals have concerns about using the Clean Team Ghana (CTG) toilet
concerns_about_using_ctg_toilet_specify: Respondents can specify their concerns about using the CTG toilet if they have any
container_replaced_freq_ctg: Frequency of container replacement for the CTG toilet
cost_per_use: Cost incurred per use of the CTG toilet
ctg_cleanliness: Perceived cleanliness of the CTG toilet
ctg_information_source: Source from which individuals obtained information about the CTG toilet
ctg_issues: Any issues or problems related to the CTG toilet
ctg_recommendation: Whether individuals would recommend the CTG toilet to others
door_lockable_inside: Whether the CTG toilet has a lockable door from the inside
door_lockable_outside: Whether the CTG toilet has a lockable door from the outside
ever_unable_to_use_ctg: Whether individuals have ever been unable to use the CTG toilet
ever_unable_to_use_ctg_specify: Respondents can specify reasons if they have ever been unable to use the CTG toilet
fear_of_being_removed: Whether individuals fear the CTG toilet of being removed
how_likely_to_recommend_clean_team: Likelihood of individuals recommending Clean Team Ghana's services to others
is_ctg_available: Availability of the CTG toilet in this particular area
knowledge_of_toilet_sharing: Individuals' awareness or understanding of sharing toilets among multiple users
management_of_children_feces: Need for managing children's feces
odour_control_agents_baseline: Agents or methods used for controlling odors at the baseline or initial stage
odour_control_agents_endline: Agents or methods used for controlling odors at the endpoint or final stage
odour_control_baseline: Effectiveness or measures taken to control odors at the baseline or initial stage
odour_control_endline: Effectiveness or measures taken to control odors at the endpoint or final stage
people_using_ctg: Number of people using Clean Team Ghana's services or toilets in this particular area
rent_paid: Amount of rent paid by CTG?
sanqol_assault: Perceptions or experiences related to assault or safety concerns at the sanitation facility
sanqol_cleanliness: Perceptions or evaluations of the cleanliness of the sanitation facility.
sanqol_convenience: Level of convenience provided by the sanitation facility
sanqol_cost: Perceptions or satisfaction related to the cost of using the sanitation facility
sanqol_disgust: Feelings of disgust or repulsion associated with the sanitation facility
sanqol_health: Perceptions or concerns about health-related aspects associated with the sanitation facility
sanqol_privacy: Perceptions or satisfaction levels regarding privacy at the sanitation facility
sanqol_proud: Feelings of pride or satisfaction associated with using the sanitation facility
sanqol_safety: Perceptions or feelings of safety related to the sanitation facility
sanqol_shame: Feelings of shame associated with using the sanitation facility
sanqol_smell: Perceptions or experiences related to unpleasant smells at the sanitation facility
satisfaction_avoiding_unpleasant_odour: Satisfaction levels regarding avoiding unpleasant odors while using the facility
satisfaction_avoiding_unpleasant_odour_not_in_use: Satisfaction levels regarding avoiding unpleasant odors when the facility is not in use
satisfaction_combine_duities_and_using_toilet: Satisfaction levels while combining duties and using the toilet
satisfaction_manage_menstrual_hygiene: Satisfaction levels regarding the management of menstrual hygiene at the facility
satisfaction_towards_cost_of_latrine_usage: Satisfaction levels related to the cost of using the latrine or sanitation facility
satisfaction_towards_ease_to_access: Satisfaction levels related to the ease of access to the sanitation facility
satisfaction_towards_ease_to_use: Satisfaction levels related to the ease of using the sanitation facility
satisfaction_towards_privacy_of_toilet_use: Satisfaction levels related to the privacy offered during toilet use
satisfaction_towards_toilet_cleanliness: Satisfaction levels related to the cleanliness of the toilet
satisfaction_towards_toilet_uncomfortabity: Discomfort experienced while using the toilet
sharing_of_toilet_baseline: Sharing pattern or practices related to using the toilet at the baseline or initial stage
sharing_of_toilet_endline: Sharing pattern or practices related to using the toilet at the endpoint or final stage
slab_material: Material used for constructing the slab of the sanitation facility
slab_material_other: Additional information on the material used for constructing the slab if it's specified as 'other'
smell_reduction_system: Method implemented within the toilet facility to reduce or eliminate unpleasant odors
soap_for_handwashing: Availability of soap provided specifically for handwashing within the toilet facility
source_of_water_for_drinking: Available water source within the toilet facility intended for drinking purposes
source_of_water_for_other_purposes: Water source within the toilet facility used for non-drinking purposes such as cleaning, flushing, or other sanitary needs
time_to_access_toilet: Time taken to reach the toilet from a specific point, likely measured in minutes.
time_to_get_water: Time required to access water, likely measured in minutes
toilet_door: Presence of toilet door in the toilet facility
toilet_location_baseline: Initial or baseline location of the toilet facility
toilet_location_ctg: Location of the Clean Team Ghana toilet facility
toilet_on_compound_cant_use: Presence of a toilet within a compound that is unusable for some reason
toilet_public_usage_baseline: Usage pattern or availability of the toilet facility at the baseline
toilet_public_usage_endline: Usage pattern or availability of the toilet facility at the endpoint or final stage
toilet_roof: Presence of toilet roof in the toilet facility
toilet_scrubbedmopped_frequency: Frequency of cleaning activities like scrubbing and mopping of the toilet
toilet_use_payment_option: Payment for using the toilet
toilet_walls: Presence of toilet wall in the toilet facility
type_of_toilet: Type of toilet facility (e.g., pit latrine, flush toilet)
urinate_or_defecate_at_night: Behavior related to urination or defecation during the night
urinate_or_defecate_at_night_use_ctg: Nighttime urination or defecation patterns in the Clean Team Ghana toilet
use_non_ctg_toilet: Usage of a non-Clean Team Ghana provided toilet facility
wait_for_replacement_ctg: If the residents waiting for a replacement of the Clean Team Ghana toilet
water_for_handwashing: Availability of water for handwashing
why_not_observed: Reasons why CTG toilet wasn't observed
why_not_use_a_toilet: Reasons for not using a toilet in general
why_not_use_household_toilets: Reasons for not using a household toilet
why_not_use_household_toilets_other: Additional reasons for not using household toilets if specified as 'other'
years_living_in_current_house: Duration of time spent living in the current household
household_size: Total number of individuals living in a household
adults: Count of adults in the household
kids: Count of kids in the household
sanqol_rawindex: Raw numerical index representing the overall satisfaction in sanitation quality of life
sanqol_rawscore: Raw numerical score representing the overall satisfaction in sanitation quality of life
cost_per_month_public_baseline: Cost per month related to public toilet usage at the baseline stage