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          Post Covid19 - HW Project_27Aug2026 (1)
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          DDI-KEN-APHRC-PostCOVID-HWProject-2024-v1.0
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        <producer abbr="APHRC" role="DDI Documentation">
          African Population and Health Research Center
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        <prodDate date="2025-07-22">
          2025-07-22
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    <citation>
      <titlStmt>
        <titl>
          CHOICES AND PRACTICES OF HAND WASHING WITH SOAP IN THE POST-COVID-19 PERIOD IN VIWANDANI INFORMAL SETTLEMENT, NAIROBI, KENYA
        </titl>
        <subTitl>
          Post COVID-19 Hand Washing Project
        </subTitl>
        <altTitl>
          PostCOVID-HWProject
        </altTitl>
        <IDNo>
          DDI-KEN-APHRC-PostCOVID-HWProject-2024-v1.0
        </IDNo>
      </titlStmt>
      <rspStmt>
        <AuthEnty affiliation="African Population and Health Research Center (APHRC)">
          Maurine Ng’oda, MPH
        </AuthEnty>
        <othId role="Qualitative Team Leader/Data Documentataion Specialist" affiliation="African Population and Health Research Center">
          <p>
            Joshua Eliud
          </p>
        </othId>
        <othId role="Research Officer" affiliation="African Population and Health Research Center">
          <p>
            Collins Omenda
          </p>
        </othId>
        <othId role="Data Governance Officer" affiliation="African Population and Health Research Center">
          <p>
            Bonface Ingumba
          </p>
        </othId>
      </rspStmt>
      <prodStmt>
        <producer affiliation="African Population and Health Research Center (APHRC)" role="Co - Investigator">
          Jane Osindo, MPH
        </producer>
        <producer affiliation="African Population and Health Research Center (APHRC)" role="Co - Investigator">
          Sheillah Simiyu, PhD
        </producer>
        <copyright>
          Copyright © APHRC, 2025
        </copyright>
        <software version="4.0.10" date="2018-05-02">
          Nesstar Publisher
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        <fundAg abbr="APHRC" role="Funder (Pipeline Idea)">
          African Population and Health Research Center
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        <serName>
          Demographic and Health Survey [hh/dhs]
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        <serInfo>
          N/A
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        <version date="2025-07-22"/>
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          N/A
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    <stdyInfo>
      <abstract>
        <![CDATA[Abstract

Background: Hand washing with soap is crucial for infection transmission prevention. However, despite its effectiveness in reducing infections, globally the proportion of individuals who comply is low at only 19%, varying between developed (48-72%) and developing countries (5-25%). In Africa, basic hand washing facility coverage is at 15%, and in Kenya, the same is estimated at 18%. During the COVID-19 pandemic, awareness and hand washing practices increased globally including Kenya. However, hand-washing adoption often declines soon after crises/pandemics. Informal settlements, such as Viwandani, are harder hit by handwashing challenges because of limitations in access to water and handwashing facilities. Moreover, these communities are more vulnerable to other non-hygiene-related infectious diseases. Data on hand washing practices is sparse more so among populations living in informal settlements. Also, there is need to identify interventions for sustained hand washing with soap in these communities.
Objectives: To explore handwashing practice among the slum population, in a post-pandemic era. Specifically, the study 1) assessed adherence to and techniques of handwashing used in main hand washing hotspots in slum residents of Viwandani, Nairobi, 2) assessed perceptions, facilitators, and barriers to sustaining adherence to hand washing with soap after COVID-19 by slum residents in Viwandani, Nairobi, 3) explored the motivation and mechanism through which hand washing with soap can be sustained among some slum residents in Viwandani, Nairobi and 4) assessed availability and readiness of handwashing facilities at identified hand washing hotspots in Viwandani, Nairobi.
Methods: The study used direct observation, key informant interviews (KIIs), focus group discussions (FGDs), and in-depth interviews (IDIs) to collect information on adherence to and techniques of handwashing, perceptions, facilitators, and barriers to sustaining handwashing with soap, as well as the motivations and mechanisms through which handwashing with soap can be sustained including availability and readiness of handwashing facilities. The work concluded with a consultative workshop to propose a pilot concept for sustained hand washing with soap in Viwandani. 
First, the research team, with the assistance of the community advisory committee (CAC) members, familiar with the local set up identified hot spots for handwashing. The CAC is a dedicated group that helps identify local health needs and develops ways to address those needs using community approach. The CAC is composed of members elected by respective constituent groups that they represent. The members represent government, local leaders/village leaders, the youth, women, older persons, school administrators, healthcare providers, faith-based organizations/community-based organizations/local non-governmental organizations, community health volunteers, media/education and entertainment organizations, religious groups and people living with disabilities.
Then, we conducted covert observations at the identified hotspots across Viwandani, focusing on both handwashing facilities and their users. Each hotspot had two observation sessions in which several individuals were observed, one session in the morning (9:00 AM to 1:00 PM) and another in the afternoon (1:00 PM to 5:00 PM). From each observation session, we purposively selected one individual for IDI, meaning that we conducted two (2) in-depth interviews from each observation site. In addition, we engaged CAC members in FGDs to further explore the community motivation and the mechanisms for sustained hand washing with soap. We also gathered additional insights from KIIs drawn from individuals representing facilities in the hotspot list. These were institutional leaders or owners of these hotspots or focal persons who are well informed about hand washing with soap. Lastly, we convened a consultative workshop bringing together representatives from the County health officials, local administration,interview participants, CAC, and representatives of the facilities within the hotspots to collaboratively propose a pilot concept for sustained hand washing with soap in Viwandani. We conducted thematic analysis of the data. 

Significance: In resource-constrained slum environments, where costly interventions like sanitation upgrades may not be feasible and the risk for transmission of infectious diseases is high, it is crucial to understand how existing resources are utilized for handwashing with soap. This project generated insights into current practices, identified factors that influence the use of available resources,and  explored motivation mechanisms and assess availability and readiness of facilities for hand washing with soap in Viwandani. The findings inform the design or improvement of sustainable handwashing interventions, contributing to more effective disease prevention strategies. 

Duration: 12 months (March 2024 to February 2025)

Budget: USD 10,000


Lay summary

Washing hands with soap is important for preventing the spread of pathogens. But not many people around the world do it regularly - only about 19%. This varies depending on where you live, with richer countries having higher rates (around 48-72%) and poorer countries having lower rates (about 5-25%). During the COVID-19 pandemic, governments including Kenyan, ran campaigns to get people to wash their hands more, and they set up lots of handwashing stations. More people started washing their hands because they feared getting sick. As a result, besides prevention of COVID-19 transmission, additional benefits were realized including reduction of diarrheal and other respiratory infections. But in the past, when there have been outbreaks of diseases, people start washing their hands more, but then they stop again soon after. A survey in Nairobi found that after six months, most of the handwashing stations were still working, and lots of people were using them properly. But a year later, fewer people were using them, and some of the stations were abandoned.

Through this study, we sought to understand how people in the slums of Viwandani in Nairobi were washing their hands after the COVID-19 pandemic. We worked with the community to come up with ways to encourage people to keep washing their hands regularly. Specifically, we engaged CAC members to identify hotspots for handwashing with soap in their community, then observed people in the identified hotspots to see how they washed their hands in places where they were supposed to. Out of those that we observed, we picked out some and talked to them to find out what they thought about washing their hands with soap and what made it hard for them to keep doing it, as well as what motivated some people to keep washing their hands and how we could help others do the same. Additionally, we held discussions with the CAC team that did the hotspot mapping to gather more information on the community perspective of hand washing with soap. We also talked to key informants to gather further insights. Finally, we held a workshop to bring together representatives from the County health officials, local administration, interview participants, the CAC, and representatives from the facilities in the hotspot list. They collaboratively proposed a pilot concept for Viwandani community that could encourage regular hand washing with soap. We analyzed the data to find common themes and insights.
This study appreciates that in poor areas like slums, it is not easy to do big things like upgrade sanitation systems. So, it is important to focus on simple things like washing hands with soap, which could help stop diseases from spreading. But even though washing hands is cheap and effective, not many people keep doing it regularly. This study helped us understand why and proposed ways to fix it, as suggested by the community itself.

The study lasted for 12 months, from March 2024 to March 2025.

The budget for the study is $10,000.]]>
      </abstract>
      <sumDscr>
        <collDate date="2025-02-10" event="start"/>
        <collDate date="2025-03-06" event="end"/>
        <nation abbr="KEN">
          KENYA
        </nation>
        <geogCover>
          County coverage, Urban informal settlement, Nairobi county (Viwandani informal settlement)
        </geogCover>
        <anlyUnit>
          <![CDATA[The study observed handwashing practices, conditions of handwashing facilities, their availability and readiness in Viwandani after COVID-19. The study also assessed individual, institutional and administrative perceptions, facilitators and barriers to sustaining adherence to handwashing with soap as well as motivations and mechanisms through which handwashing with soap can be sustained among residents in Viwandani  after COVID-19.]]>
        </anlyUnit>
        <universe>
          The study focuses on residents of Viwandani, leaders of institutions identified during hotspot mapping, health professionals, and local administrative leaders.
        </universe>
      </sumDscr>
      <notes>
        <![CDATA[Adherence to and techniques of handwashing used in handwashing hotspots
Availability and readiness of handwashing facilitie
Perceptions, facilitators and barriers to sustaining adherence to handwashing with soap after COVID-19
Motivation and mechanism through which handwashing with soap can be sustained]]>
      </notes>
    </stdyInfo>
    <method>
      <dataColl>
        <sampProc>
          <![CDATA[A purposive sampling strategy was employed to recruit participants for in-depth interviews (IDIs), focus group discussions (FGDs), and key informant interviews (KIIs). This approach allowed for the deliberate selection of individuals and groups with relevant knowledge, experiences, and perspectives critical to achieving the study objectives.

The number of eligible hotspots identified during the mapping exercise informed the sampling design and sample size calculations for the observation component. Hotspot mapping identified 270 hotspots and associated handwashing facilities in the study area, all of which were assessed for eligibility based on the availability of both water and soap. Twenty-four (24) hotspots met the eligibility criteria and were included in the study. At the time of observation, three (3) hotspots were excluded because one provided water mixed with soap, while the other two did not have both water and soap available, resulting in 21 observed hotspots. Within each hotspot, individual users were selected using systematic sampling informed by a pilot observation conducted in three (3) hotspots, which estimated an average daily user flow of approximately 100 users per hotspot and an observation capacity of about 60 users. Accordingly, every second user was selected, with the first user in each observation session selected at random. An operational target of at least 25 users per hotspot was set to account for variation in user flow and incomplete observations, with sampling conducted across morning and afternoon sessions.]]>
        </sampProc>
        <deviat>
          For IDIs, a replacement procedure was used when an invited participant did not attend the scheduled interview. Data collectors returned to the same hotspot, conducted additional covert observations, and randomly selected another eligible participant for the IDI.
        </deviat>
        <collMode>
          <![CDATA[IDIs, FGDs, and KIIs: Face-to-face (f2f)  interviews/discussions
Observation component: Covert observations]]>
        </collMode>
        <resInstru>
          Data were collected using a structured observation tool for covert observations, semi-structured interview guides for in-depth interviews (IDIs) and key informant interviews (KIIs), and a semi-structured focus group discussion (FGD) guide. The instruments were developed in English and translated into Kiswahili to support comprehension and inclusivity.
        </resInstru>
        <sources/>
        <actMin>
          <![CDATA[The field team consisted on 7 members; 5 recruited as field interviewers and 2 being part the core project team. 
The field team was led by a field supervisor who oversaw overall field activities and made sure all logistics necessary for data collection and field work were available.
The field team stayed in contact with the PI and regularly shared feedack on the progress on a daily basis.]]>
        </actMin>
        <ConOps>
          <![CDATA[The field team consisted on 7 members; 5 recruited as field interviewers and 2 being part the core project team.
The field team was led by a field supervisor who oversaw overall field activities and made sure all logistics necessary for data collection and field work were available.
The field team stayed in contact with the PI and regularly shared feedack on the progress on a daily basis.]]>
        </ConOps>
        <weight>
          None
        </weight>
        <cleanOps>
          <![CDATA[All observation data were collected electronically using handheld devices. There were no missing data for the facility- or individual-level variables included in the analysis; therefore, all eligible observations were included in the analyses, and no imputation or other methods for handling missing data were required.
The IDIs, KIIs and FGDs were audio recorded and the recordings later uploaded on the shared.
The recordings were transcribed and uploaded to the shared drive]]>
        </cleanOps>
      </dataColl>
      <notes>
        <![CDATA[The trascripts were cleaned to ensure anonymization and rid personal identifiers 
The deigitized observation data were further cleaned on excel before analysis to ensure data accuracy and uniformity]]>
      </notes>
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        <respRate>
          <![CDATA[We intended to  conduct 600 covert observations and completed 528 bringing the completion rate to 88%
We intended to conduct 50 in-depth interviews (IDIs) but coompleted 42 bringing the reposne rate to 84%
We planned for 10-15 key informant interviews (KIIs) and completed 11 bringing the reposne rate to 100%
We intended to conduct 2 focus group discussions FGDs and both were done bringing the reponse rate to 100%]]>
        </respRate>
        <EstSmpErr>
          N/A
        </EstSmpErr>
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    </method>
    <dataAccs>
      <useStmt>
        <contact affiliation="APHRC" email="datarequest.aphrc.org">
          African Population and Health Research Center
        </contact>
        <citReq>
          <![CDATA[Use of the dataset must be acknowledged using a citation which would include:
- the Identification of the Primary Investigator
- the title of the survey (including country, acronym and year of implementation)
- the survey reference number
- the source and date of download]]>
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        <conditions>
          <![CDATA[APHRC data access condition

All non-APHRC staff seeking to use data generated at the Center must obtain written approval to use the data from the Director of Research.
This form is developed to assess applications for data use and facilitate responsible sharing of data with external partners/collaborators/researchers. By entering into this agreement, the undersigned agrees to use these data only for the purpose for which they were obtained and to abide by the conditions outlined below:

1.Data Ownership:
The data remain the property of APHRC; any unauthorized reproduction and sharing of the data is strictly prohibited. The user will, therefore, not release nor permit others to use or release the data to any other person without the written authorization from the Center.

2.Purpose:
The provided data must be used for the purpose specified in the Data Request Form; any other use not specified in the form must receive additional or separate authorization.

3.Respondent Identifiers:
The Center is committed to protecting the identity of the respondents who provide information in its research. All analytical data sets (both qualitative and quantitative) released by the Data Unit MUST are stripped of respondent identifiers to protect the identity of the respondents. By accepting to use APHRC data, the user is pledging that he/she will not, under any circumstance, regenerate the identifiers or permit others to use the data to learn the identity of any individual, household or community included in any data set.

4.Confidentiality pledge:
 The user will not use nor permit others to use the data to report any information in the data sets that could identify, directly or by inference, individuals or households.
 
5.Reporting of errors or inconsistencies:
The user will promptly notify the Head of the Statistics and Survey Unit any errors discovered in the data as soon as the errors are discovered.

6.Publications resulting from APHRC data:
The Center requires external collaborators to work with APHRC staff on all publications resulting from its data. In order to facilitate this, lead authors should send a detailed concept note of the paper (including the background, rationale, data, analytical methods, and preliminary findings) to the Principle Investigator (or Theme Leader) for the project (with a copy to the Director of Research), who will circulate the abstract to concerned researchers for possible expression of interest in participating in the publication as co-authors. Any exception to the involvement of APHRC staff should be approved by the Director of Research, APHRC.

7.Security:
The user will take responsibility for the security of the data by ensuring that the data are used and stored in a secure environment where access is password protected. This will ensure that non-authorized people should not have access to the data.

8.Loss of privilege to use data:
 In the event that APHRC determines that the data user is in violation of the conditions for using the data, or if the user wishes to cancel this agreement, the user will destroy the data files provided to him/her. APHRC retains the right to revoke this agreement or informs publishers to withhold publication of any work based wholly or in part on its data if the conditions for using the data are violated.

9.Acknowledgement:
Any work/reports from this data must acknowledge APHRC as the source of these data. For example, the suggested acknowledgement for NUHDSS data is:
"This research uses livelihoods data collected under the longitudinal Nairobi Urban Health and Demographic Surveillance System (NUHDSS) since 2006. The NUHDSS is carried out by the African Population and Health Research Center in two slums settlements (Korogocho and Viwandani) in Nairobi City."Additionally all funders, the study communities that provided the data, and staff who collected and analyzed or processed the data should be acknowledged.

10.Deposit of Reports/Papers:
The user should submit electronic and paper copies of all publications generated using APHRC data to the Policy Engagement and Communications Department, with copies to the Director of Research.

11.Change of contact details:
The user will promptly inform the Director of Research of any change in your personal details as contained on this data request form]]>
        </conditions>
        <disclaimer>
          The user of the data acknowledges that the original collector of the data, the authorized distributor of the data, and the relevant funding agency bear no responsibility for use of the data or for interpretations or inferences based upon such uses.
        </disclaimer>
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          JC004017B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JC004018B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JC004019B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JC004020B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JC004021B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JC004022B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JC004023B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JC004024A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JC004025B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001001A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001002A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001003B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001004A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001005A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001006A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001007A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001008A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001009B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001010A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001011B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001012A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001013A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001014A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001015A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001016B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001017B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001018A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001019A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001020B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001021A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001022B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001023A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001024A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001025B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002001A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002002A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002003A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002004B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002005A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002006A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002007B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002008A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002009A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002010A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002011A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002012B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002013A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002014A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002015A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002016A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002017A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002018A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002019B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002020A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002021A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002022A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002023A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002024A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002025A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002001A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002002A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002003A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002004A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002005A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002006A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002007A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002008A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002009A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002010B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002011A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002012A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002013A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002014A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002015A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002016A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002017A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002018A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002019A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002020A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002021B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002022A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002023A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002024A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002025A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001001B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001002B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001003B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001004B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001005B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001006B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001007B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001008B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001009B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001010B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001011B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001012B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001013B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001014B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001015B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001016B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001017B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001018B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001019B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001020B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001021B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001022B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001023B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001024B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001025B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005001A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005002A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005003A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005004A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005005A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005006B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005007B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005008A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005009A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005010A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005011A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005012A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005013A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005014A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005015A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005016A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005017A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005018A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005019A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005020A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005021A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005022A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005023B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005024A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005025A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
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          PCT002010A
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          PCT002011A
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          PCT002014A
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          PCT002015B
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          PCT002018A
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          PCT002019B
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          PCT002020A
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          PCT002021A
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          PCT002022A
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          PCT002023A
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          PCT002024B
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          PCT002025A
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          PCT002026A
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          PCT002027A
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          SOH003024B
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          SOSH001016A
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          SRH001001A
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      <catgry>
        <catValu>
          SRH001017A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRH001018A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRH001019A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRH001020A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRH001021A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRH001022A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRH001023A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRH001024A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRH001025A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001001A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001002A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001003A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001004A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001005A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001006B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001007A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001008A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001009A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001010A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001011A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001012B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001013A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001014B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001015B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001016B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001017A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001018A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001019A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001020A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001021A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001022A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001023A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001024A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001025A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001026A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005001A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005002A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005003A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005004A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005005A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005006A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005007B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005008A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005009A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005010A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005011A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005012A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005013A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005014A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005015A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005016B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005017A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005018A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005019B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005020B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005021B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005022B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005023B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005024B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005025B
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001001A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001002A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001003A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001004A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001005A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001006A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001007A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001008A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001009A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001010A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001011A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001012A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001013A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001014A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001015A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001016A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001017A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001018A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001019A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001020A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001021A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001022A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001023A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001024A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001025A
        </catValu>
        <catStat type="freq">
          1
        </catStat>
      </catgry>
      <varFormat type="character" schema="other"/>
    </var>
    <var ID="V2" name="hotspot_id" files="F2" intrvl="discrete">
      <location width="7"/>
      <labl>
        Hotspot ID
      </labl>
      <sumStat type="vald">
        528
      </sumStat>
      <sumStat type="invd">
        0
      </sumStat>
      <catgry>
        <catValu>
          DHS001
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JC004
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JH001
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          JT002
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          KSH002
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCC001
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          LCT005
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          MT002
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          PAH002
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          PAT005
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          PBH002
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          PBT003
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          PCH003
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          PCT002
        </catValu>
        <catStat type="freq">
          27
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          RRH001
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SOH003
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SOSH001
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRH001
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          SRT001
        </catValu>
        <catStat type="freq">
          26
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UH005
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          UHC001
        </catValu>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <varFormat type="character" schema="other"/>
    </var>
    <var ID="V3" name="hotspot_type" files="F2" dcml="0" intrvl="discrete">
      <location width="21"/>
      <labl>
        Hotspot type
      </labl>
      <valrng>
        <range UNITS="REAL" min="0" max="5"/>
      </valrng>
      <sumStat type="vald">
        528
      </sumStat>
      <sumStat type="invd">
        0
      </sumStat>
      <catgry>
        <catValu>
          0
        </catValu>
        <labl>
          Hospital
        </labl>
        <catStat type="freq">
          50
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          1
        </catValu>
        <labl>
          Toilet
        </labl>
        <catStat type="freq">
          178
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2
        </catValu>
        <labl>
          School
        </labl>
        <catStat type="freq">
          50
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3
        </catValu>
        <labl>
          Hotel
        </labl>
        <catStat type="freq">
          150
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          4
        </catValu>
        <labl>
          Church
        </labl>
        <catStat type="freq">
          75
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          5
        </catValu>
        <labl>
          Rehabilitation center
        </labl>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V4" name="sex" files="F2" dcml="0" intrvl="discrete">
      <location width="9"/>
      <labl>
        Sex
      </labl>
      <valrng>
        <range UNITS="REAL" min="0" max="1"/>
      </valrng>
      <sumStat type="vald">
        528
      </sumStat>
      <sumStat type="invd">
        0
      </sumStat>
      <catgry>
        <catValu>
          0
        </catValu>
        <labl>
          Female
        </labl>
        <catStat type="freq">
          204
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          1
        </catValu>
        <labl>
          Male
        </labl>
        <catStat type="freq">
          324
        </catStat>
      </catgry>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V5" name="age" files="F2" dcml="0" intrvl="discrete">
      <location width="25"/>
      <labl>
        Age
      </labl>
      <valrng>
        <range UNITS="REAL" min="0" max="2"/>
      </valrng>
      <sumStat type="vald">
        528
      </sumStat>
      <sumStat type="invd">
        0
      </sumStat>
      <catgry>
        <catValu>
          0
        </catValu>
        <labl>
          child
        </labl>
        <catStat type="freq">
          66
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          1
        </catValu>
        <labl>
          young &amp; middle-aged adult
        </labl>
        <catStat type="freq">
          415
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2
        </catValu>
        <labl>
          elderly
        </labl>
        <catStat type="freq">
          47
        </catStat>
      </catgry>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V6" name="hw_facility_location" files="F2" dcml="0" intrvl="discrete">
      <location width="15"/>
      <labl>
        Handwashing facility location
      </labl>
      <valrng>
        <range UNITS="REAL" min="0" max="2"/>
      </valrng>
      <sumStat type="vald">
        501
      </sumStat>
      <sumStat type="invd">
        27
      </sumStat>
      <catgry>
        <catValu>
          0
        </catValu>
        <labl>
          Entrance
        </labl>
        <catStat type="freq">
          401
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          1
        </catValu>
        <labl>
          Near toilet
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2
        </catValu>
        <labl>
          Within compound
        </labl>
        <catStat type="freq">
          100
        </catStat>
      </catgry>
      <catgry missing="Y">
        <catValu>
          Sysmiss
        </catValu>
        <catStat type="freq">
          27
        </catStat>
      </catgry>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V7" name="type_of_facility" files="F2" dcml="0" intrvl="discrete">
      <location width="49"/>
      <labl>
        Type of facility
      </labl>
      <valrng>
        <range UNITS="REAL" min="0" max="2"/>
      </valrng>
      <sumStat type="vald">
        528
      </sumStat>
      <sumStat type="invd">
        0
      </sumStat>
      <catgry>
        <catValu>
          0
        </catValu>
        <labl>
          Improvised (jerrycan, bucket, container with tap)
        </labl>
        <catStat type="freq">
          278
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          1
        </catValu>
        <labl>
          Semi-permanent (tank on stand, fixed setup)
        </labl>
        <catStat type="freq">
          200
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2
        </catValu>
        <labl>
          Permanent (sink, piped water system)
        </labl>
        <catStat type="freq">
          50
        </catStat>
      </catgry>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V8" name="soap_container_type" files="F2" dcml="0" intrvl="discrete">
      <location width="46"/>
      <labl>
        Soap container type
      </labl>
      <valrng>
        <range UNITS="REAL" min="0" max="4"/>
      </valrng>
      <sumStat type="vald">
        528
      </sumStat>
      <sumStat type="invd">
        0
      </sumStat>
      <catgry>
        <catValu>
          0
        </catValu>
        <labl>
          Bar placed on a surface
        </labl>
        <catStat type="freq">
          50
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          1
        </catValu>
        <labl>
          Not stated
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2
        </catValu>
        <labl>
          Reused bottle (water/soda/energy drink bottle)
        </labl>
        <catStat type="freq">
          378
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3
        </catValu>
        <labl>
          Soap dish/plate
        </labl>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          4
        </catValu>
        <labl>
          Soap dispenser (proper dispenser)
        </labl>
        <catStat type="freq">
          75
        </catStat>
      </catgry>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V9" name="soap_container_clean" files="F2" dcml="0" intrvl="discrete">
      <location width="45"/>
      <labl>
        Soap container cleanliness
      </labl>
      <valrng>
        <range UNITS="REAL" min="0" max="3"/>
      </valrng>
      <sumStat type="vald">
        528
      </sumStat>
      <sumStat type="invd">
        0
      </sumStat>
      <catgry>
        <catValu>
          0
        </catValu>
        <labl>
          Clean
        </labl>
        <catStat type="freq">
          351
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          1
        </catValu>
        <labl>
          Dirty (scum, residues, shared for other uses)
        </labl>
        <catStat type="freq">
          25
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2
        </catValu>
        <labl>
          Moderately clean
        </labl>
        <catStat type="freq">
          102
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          3
        </catValu>
        <labl>
          Not stated
        </labl>
        <catStat type="freq">
          50
        </catStat>
      </catgry>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V10" name="facility_cleanliness" files="F2" dcml="0" intrvl="discrete">
      <location width="10"/>
      <labl>
        Facility cleanliness
      </labl>
      <valrng>
        <range UNITS="REAL" min="0" max="2"/>
      </valrng>
      <sumStat type="vald">
        528
      </sumStat>
      <sumStat type="invd">
        0
      </sumStat>
      <catgry>
        <catValu>
          0
        </catValu>
        <labl>
          Not clean
        </labl>
        <catStat type="freq">
          50
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          1
        </catValu>
        <labl>
          Clean
        </labl>
        <catStat type="freq">
          478
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2
        </catValu>
        <labl>
          Not stated
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V11" name="presence_of_drainage" files="F2" dcml="0" intrvl="discrete">
      <location width="10"/>
      <labl>
        Presence of drainage
      </labl>
      <valrng>
        <range UNITS="REAL" min="0" max="2"/>
      </valrng>
      <sumStat type="vald">
        528
      </sumStat>
      <sumStat type="invd">
        0
      </sumStat>
      <catgry>
        <catValu>
          0
        </catValu>
        <labl>
          No
        </labl>
        <catStat type="freq">
          403
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          1
        </catValu>
        <labl>
          Yes
        </labl>
        <catStat type="freq">
          125
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2
        </catValu>
        <labl>
          Not stated
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V12" name="soap_type" files="F2" dcml="0" intrvl="discrete">
      <location width="11"/>
      <labl>
        Soap type
      </labl>
      <valrng>
        <range UNITS="REAL" min="0" max="2"/>
      </valrng>
      <sumStat type="vald">
        528
      </sumStat>
      <sumStat type="invd">
        0
      </sumStat>
      <catgry>
        <catValu>
          0
        </catValu>
        <labl>
          Bar soap
        </labl>
        <catStat type="freq">
          75
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          1
        </catValu>
        <labl>
          Liquid soap
        </labl>
        <catStat type="freq">
          453
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          2
        </catValu>
        <labl>
          Soapy water
        </labl>
        <catStat type="freq">
          0
        </catStat>
      </catgry>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V13" name="station_busy_morning" files="F2" dcml="0" intrvl="discrete">
      <location width="41"/>
      <labl>
        Station busy in the morning
      </labl>
      <valrng>
        <range UNITS="REAL" min="0" max="1"/>
      </valrng>
      <sumStat type="vald">
        528
      </sumStat>
      <sumStat type="invd">
        0
      </sumStat>
      <catgry>
        <catValu>
          0
        </catValu>
        <labl>
          traffic constant
        </labl>
        <catStat type="freq">
          352
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          1
        </catValu>
        <labl>
          busier from mid-morning toward lunch hour
        </labl>
        <catStat type="freq">
          176
        </catStat>
      </catgry>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V14" name="station_busy_afternoon" files="F2" dcml="0" intrvl="discrete">
      <location width="24"/>
      <labl>
        Station busy in the afternoon
      </labl>
      <valrng>
        <range UNITS="REAL" min="0" max="1"/>
      </valrng>
      <sumStat type="vald">
        528
      </sumStat>
      <sumStat type="invd">
        0
      </sumStat>
      <catgry>
        <catValu>
          0
        </catValu>
        <labl>
          traffic constant
        </labl>
        <catStat type="freq">
          277
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          1
        </catValu>
        <labl>
          busier during lunch hour
        </labl>
        <catStat type="freq">
          251
        </catStat>
      </catgry>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V15" name="session" files="F2" dcml="0" intrvl="discrete">
      <location width="9"/>
      <labl>
        Observation session
      </labl>
      <valrng>
        <range UNITS="REAL" min="0" max="1"/>
      </valrng>
      <sumStat type="vald">
        528
      </sumStat>
      <sumStat type="invd">
        0
      </sumStat>
      <catgry>
        <catValu>
          0
        </catValu>
        <labl>
          Morning
        </labl>
        <catStat type="freq">
          295
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          1
        </catValu>
        <labl>
          Afternoon
        </labl>
        <catStat type="freq">
          233
        </catStat>
      </catgry>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V16" name="observed_crowding" files="F2" dcml="0" intrvl="discrete">
      <location width="9"/>
      <labl>
        Crowding observed at any time during the day
      </labl>
      <valrng>
        <range UNITS="REAL" min="0" max="1"/>
      </valrng>
      <sumStat type="vald">
        528
      </sumStat>
      <sumStat type="invd">
        0
      </sumStat>
      <catgry>
        <catValu>
          0
        </catValu>
        <labl>
          No
        </labl>
        <catStat type="freq">
          277
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          1
        </catValu>
        <labl>
          Yes
        </labl>
        <catStat type="freq">
          251
        </catStat>
      </catgry>
      <varFormat type="numeric" schema="other"/>
    </var>
    <var ID="V17" name="soap_use" files="F2" dcml="0" intrvl="discrete">
      <location width="9"/>
      <labl>
        Participant used soap during handwashing
      </labl>
      <valrng>
        <range UNITS="REAL" min="0" max="1"/>
      </valrng>
      <sumStat type="vald">
        528
      </sumStat>
      <sumStat type="invd">
        0
      </sumStat>
      <catgry>
        <catValu>
          0
        </catValu>
        <catStat type="freq">
          317
        </catStat>
      </catgry>
      <catgry>
        <catValu>
          1
        </catValu>
        <catStat type="freq">
          211
        </catStat>
      </catgry>
      <varFormat type="numeric" schema="other"/>
    </var>
  </dataDscr>
</codeBook>
