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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">ijerph</journal-id>
      <journal-title>International Journal of Environmental Research and Public Health</journal-title>
      <abbrev-journal-title abbrev-type="publisher">Int. J. Environ. Res. Public Health</abbrev-journal-title>
      <abbrev-journal-title abbrev-type="pubmed">International journal of environmental research and public health</abbrev-journal-title>
      <issn pub-type="epub">1660-4601</issn>
      <publisher>
        <publisher-name>MDPI</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.3390/ijerph9051748</article-id>
      <article-id pub-id-type="publisher-id">ijerph-09-01748</article-id>
      <article-categories>
        <subj-group>
          <subject>Article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Psychotic Symptoms in Kenya – Prevalence, Risk Factors, and Relationship with Common Mental Disorders</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Jenkins</surname>
            <given-names>Rachel</given-names>
          </name>
          <xref rid="af1-ijerph-09-01748" ref-type="aff">1</xref>
          <xref rid="c1-ijerph-09-01748" ref-type="corresp">*</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Njenga</surname>
            <given-names>Frank</given-names>
          </name>
          <xref rid="af2-ijerph-09-01748" ref-type="aff">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Okonji</surname>
            <given-names>Marx</given-names>
          </name>
          <xref rid="af3-ijerph-09-01748" ref-type="aff">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Kigamwa</surname>
            <given-names>Pius</given-names>
          </name>
          <xref rid="af4-ijerph-09-01748" ref-type="aff">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Baraza</surname>
            <given-names>Makheti</given-names>
          </name>
          <xref rid="af5-ijerph-09-01748" ref-type="aff">5</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Ayuyo</surname>
            <given-names>James</given-names>
          </name>
          <xref rid="af6-ijerph-09-01748" ref-type="aff">6</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Singleton</surname>
            <given-names>Nicola</given-names>
          </name>
          <xref rid="af7-ijerph-09-01748" ref-type="aff">7</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>McManus</surname>
            <given-names>Sally</given-names>
          </name>
          <xref rid="af8-ijerph-09-01748" ref-type="aff">8</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Kiima</surname>
            <given-names>David</given-names>
          </name>
          <xref rid="af9-ijerph-09-01748" ref-type="aff">9</xref>
        </contrib>
      </contrib-group>
      <aff id="af1-ijerph-09-01748"><label>1 </label>Director, WHO Collaborating Centre (Mental Health), Institute of Psychiatry, Kings College London, PO 35, De Crespigny Park, London SE5 8AF, UK</aff>
      <aff id="af2-ijerph-09-01748"><label>2 </label>Consultant Psychiatrist, Upper Hill Medical Centre, Nairobi, Kenya; Email: <email>fnjenga@africaonline.co.ke</email></aff>
      <aff id="af3-ijerph-09-01748"><label>3 </label>Consultant Psychiatrist, The Nairobi Hospital, Nairobi, Kenya; Email: <email>marxokonji@wananchi.com</email></aff>
      <aff id="af4-ijerph-09-01748"><label>4 </label>Department of Psychiatry, University of Nairobi, Nairobi, Kenya; Email: <email>pkigamwa@africaonline.co.ke</email></aff>
      <aff id="af5-ijerph-09-01748"><label>5 </label>Ministry of Health, Survey Department, Nairobi, Kenya </aff>
      <aff id="af6-ijerph-09-01748"><label>6 </label>Mildmay International, Kisumu, Kenya; Email: <email>jayuyo@mildmay.or.ke</email></aff>
      <aff id="af7-ijerph-09-01748"><label>7 </label>Director of Policy &amp; Research, UK Drug Policy Commission, London, UK; Email: <email>NSingleton@ukdpc.org.uk</email></aff>
      <aff id="af8-ijerph-09-01748"><label>8 </label>Research Director, National Centre for Social Research (NatCen), London, UK; Email: <email>s.mcmanus@natcen.ac.uk</email></aff>
      <aff id="af9-ijerph-09-01748"><label>9 </label>Director of Mental Health, Ministry of Health, Kenya; Email: <email>dmkiima@gmail.com</email></aff>
      <author-notes>
        <corresp id="c1-ijerph-09-01748"><label>* </label>Author to whom correspondence should be addressed; Email: <email>rachel.jenkins@kcl.ac.uk</email>; Tel.: +44-0-20-7848-0383; Fax: +44-0-20-7848-0669.</corresp>
      </author-notes>
      <pub-date pub-type="epub">
        <day>07</day>
        <month>05</month>
        <year>2012</year>
      </pub-date>
      <pub-date pub-type="ppub">
        <month>05</month>
        <year>2012</year>
      </pub-date>
      <volume>9</volume>
      <issue>5</issue>
      <fpage>1748</fpage>
      <lpage>1756</lpage>
      <history>
        <date date-type="received">
          <day>07</day>
          <month>03</month>
          <year>2012</year>
        </date>
        <date date-type="rev-recd">
          <day>14</day>
          <month>04</month>
          <year>2012</year>
        </date>
        <date date-type="accepted">
          <day>20</day>
          <month>04</month>
          <year>2012</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© 2012 by the authors; licensee MDPI, Basel, Switzerland.</copyright-statement>
        <copyright-year>2012</copyright-year>
        <license xmlns:xlink="http://www.w3.org/1999/xlink" license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/3.0/">
          <p>This article is an open-access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).</p>
        </license>
      </permissions>
      <abstract>
        <p>There have been few epidemiological surveys to establish prevalence and associated risk factors of psychosis in Sub-Saharan Africa. This paper reports a population- based epidemiological survey in rural Kenya of the prevalence of psychotic symptoms and their relationship with demographic, socio-economic and other risk factors. A random sample of 2% of all adults living in Maseno, Kisumu District of Nyanza province, Kenya (50,000 population) were studied, aiming for a sample size of 1,000 people. The psychosis screening questionnaire was used to assess the prevalence of psychotic symptoms in the preceding twelve months. The response rate was 87.6%. The prevalence of single psychotic symptoms in rural Kenya was 8% of the adult population, but only 0.6% had two symptoms and none had three or more psychotic symptoms in this sample size. Psychotic symptoms were evenly distributed across this relatively poor rural population and were significantly associated with presence of common mental disorders, and to a lesser extent with poor physical health and housing type. We conclude that single psychotic symptoms are relatively common in rural Kenya and rates are elevated in those with CMD, poor physical health and poor housing.</p>
      </abstract>
      <kwd-group>
        <kwd>epidemiology</kwd>
        <kwd>Kenya</kwd>
        <kwd>psychosis</kwd>
        <kwd>development</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="intro">
      <title>1. Introduction</title>
      <p>This was a collaborative project with the ministries of health in Tanzania and Kenya, funded by the UK Department for International Development and aimed at conducting detailed situation appraisal, policy development and implementation in both countries [<xref ref-type="bibr" rid="B1-ijerph-09-01748">1</xref>,<xref ref-type="bibr" rid="B2-ijerph-09-01748">2</xref>]. As part of the situation appraisal, two epidemiological surveys were conducted in urban Tanzania and rural Kenya, aiming to establish the prevalence of common mental disorders, psychosis and substance use and misuse in both settings. The results of the Tanzanian survey have been reported elsewhere [<xref ref-type="bibr" rid="B3-ijerph-09-01748">3</xref>,<xref ref-type="bibr" rid="B4-ijerph-09-01748">4</xref>,<xref ref-type="bibr" rid="B5-ijerph-09-01748">5</xref>]. This paper reports the results of the Kenyan survey in relation to the prevalence of psychotic symptoms in rural Kenya and their relationship with demographic, socio-economic and other risk factors. The results for common mental disorders (CMD) and substance use will be reported elsewhere.</p>
      <p>Surveys of psychosis have been conducted using clinician administered instruments [<xref ref-type="bibr" rid="B6-ijerph-09-01748">6</xref>] which can establish both psychotic symptom severity and diagnostic category; using family reports [<xref ref-type="bibr" rid="B7-ijerph-09-01748">7</xref>], and using systematic assessment of psychotic symptoms by detailed interviews administered by non-medical interviewers, leading to enumeration of symptom frequency and severity, and estimate of probable psychosis [<xref ref-type="bibr" rid="B8-ijerph-09-01748">8</xref>,<xref ref-type="bibr" rid="B9-ijerph-09-01748">9</xref>].</p>
    </sec>
    <sec sec-type="methods">
      <title>2. Methods</title>
      <sec>
        <title>2.1. Site</title>
        <p>The study sample frame was the 50,000 population living in Maseno, in Kisumu District of Nyanza Province, Kenya. This is a poor rural largely agricultural area of western Kenya, on the edge of Lake Victoria, the majority tribe being Luo. The province has been subject to political, economic and ethnic tensions. </p>
      </sec>
      <sec>
        <title>2.2. Sample</title>
        <p>All households in Maseno had been enumerated in the 2000 Government of Kenya Census. One in 50 households of 50,000 population were sampled at random to give a sample size of 1000 households. Each of the 1,000 sampled households were visited, all members recorded in order of age, and one eligible person aged 16–65 selected at random from each household for interview. The age cut off of 65 was applied as at that stage we did not have experience of applying the instrument to people aged over 65, some of whom would have cognitive deficits. The final sample size was 876.</p>
      </sec>
      <sec>
        <title>2.3. Implementation of the Survey</title>
        <p>Efforts were made to use local capacity. Pencil and paper administration of the survey was coordinated by the Ministry of Health section for surveys. Interviews were conducted by lay volunteer community health workers, with no formal mental health training, linked to primary care centres in Maseno. Interviewers received a brief orientation to the instrument and were trained in its use. Responses were recorded verbatim, scored and entered into an SPSS database. The interviewers were supervised by a public health nurse working in Chulaimbo Rural Health Training Centre in Maseno. Informed consent was obtained from all respondents. Interviews were conducted in English where possible or Luo if necessary, as required by the respondent.</p>
      </sec>
      <sec>
        <title>2.4. Assessments</title>
        <p>The overall survey comprised sections on demographic and socio-economic factors, common mental disorders, psychosis, substance use, life events and social supports.</p>
      </sec>
      <sec>
        <title>2.5. Demographic and Socioeconomic Factors</title>
        <p>Demographic information collected included sex, age, marital status and ethnicity, as well as household status (<italic>i.e.</italic>, whether the respondent was head of household, spouse or other). Socioeconomic information included employment status, education attainment, housing tenure (<italic>i.e.</italic>, whether the home was owned or rented) and type of accommodation (whether the respondent lived in a ‘permanent home (brick, corrugated iron), “semi-permanent” (mud) or “temporary” home (leaves, branches, sticks). </p>
      </sec>
      <sec>
        <title>2.6. Psychosis</title>
        <p>The Psychosis Screening Questionnaire (PSQ) was used to assess the presence of psychotic symptoms in the preceding twelve months [<xref ref-type="bibr" rid="B10-ijerph-09-01748">10</xref>]. The PSQ was developed for use by lay interviewers and uses five probe stem questions, with one or two follow up questions for those that answered yes to the probe stem question, to determine recent experience of hypomania, thought interference, paranoia, a feeling that something strange is taking place that is hard to explain, and hallucinations. The informant must have answered yes to all questions within a symptom category in order to screen positive on that item. </p>
        <p>In the standard use of the PSQ, informants are not asked to continue the psychosis screening questionnaire once they have answered positively to one item, because a positive screen would route the informant to a more detailed clinical assessment. However, in this study, which did not conduct clinical assessments, informants were asked all of the stem questions, regardless of their response to earlier ones. </p>
      </sec>
      <sec>
        <title>2.7. Common Mental Disorders</title>
        <p>The Clinical Interview Schedule–Revised (CIS-R) is a gold standard instrument for assessing current common mental disorders by lay interviewers in community settings [<xref ref-type="bibr" rid="B11-ijerph-09-01748">11</xref>]. It has been widely used in relatively rich countries such as Britain, and also increasingly in low income countries, including the neighbouring country of Tanzania [<xref ref-type="bibr" rid="B4-ijerph-09-01748">4</xref>,<xref ref-type="bibr" rid="B12-ijerph-09-01748">12</xref>,<xref ref-type="bibr" rid="B13-ijerph-09-01748">13</xref>]. </p>
        <p>The CIS-R provides ICD diagnoses of depressive episode (mild, moderate or severe), obsessive compulsive disorder, panic disorder, phobic disorder, generalised anxiety disorder and mixed anxiety/depressive disorder. It does not assess PTSD. These diagnoses were the basis for an overall category of common mental disorder (otherwise non-psychotic disorder or neurosis). </p>
      </sec>
      <sec>
        <title>2.8. Analysis</title>
        <p>The raw data were weighted. The weights were calculated to take account of selection bias due to household size and to correct for the oversampling of Head of Household (HoH) and spouse, by weighting down those with a status of HoH/spouse.</p>
        <p>Data was analysed using SPSS software for Windows Version 15 [<xref ref-type="bibr" rid="B14-ijerph-09-01748">14</xref>]. Prevalence rates were calculated for psychotic symptoms, and for CMD, and prevalence rates of psychotic symptoms were compared across demographic and socioeconomic characteristics. The sample size was not large enough to analyse diagnostic categories separately Odd ratios (OR) with 95% confidence intervals (CI) were calculated to determine significant associations with the prevalence of any psychotic symptom within each area. Endorsement of at least one psychotic symptom was then examined as a dependent variable in a multiple logistic regression for each area. All significant factors identified in the bi-variate analyses were entered into the final models along with all demographic variables.</p>
      </sec>
      <sec>
        <title>2.9. Ethics Approval</title>
        <p>Approval was granted by Mathari National Mental Hospital, Ministry of Health, Kenya, and Maudsley (SLaM), National Health Service (NHS) Foundation Trust.</p>
      </sec>
    </sec>
    <sec sec-type="results">
      <title>3. Results and Discussion</title>
      <p>The response rate was 87.6%. The prevalence of at least one psychotic symptom in this group was 8.1% with only 0.6% having two symptoms and none having three or more symptoms (<xref ref-type="table" rid="ijerph-09-01748-t001">Table 1</xref>). Thought insertions and paranoia were the commonest psychotic symptoms at 3.6 and 3.5%. The prevalence of CMD in this sample was 10.8%, largely comprising mixed anxiety depression (6.1%), panic disorder (2.6%), generalised anxiety disorder (1.6%) and depressive episodes (0.7%) (see <xref ref-type="table" rid="ijerph-09-01748-t001">Table 1</xref>). <xref ref-type="table" rid="ijerph-09-01748-t002">Table 2</xref> shows that the presence of psychotic symptoms was highly associated with the presence of CMD, but was not associated with demographic or socio-demographic variables in this sample (<xref ref-type="table" rid="ijerph-09-01748-t003">Table 3</xref>), although type of home and presence of poor physical health were associated at the P &lt; 0.1 level of significance. </p>
      <table-wrap id="ijerph-09-01748-t001" position="anchor">
        <object-id pub-id-type="pii">ijerph-09-01748-t001_Table 1</object-id>
        <label>Table 1</label>
        <caption>
          <p>Prevalence of psychotic symptoms and CMD in a community based sample in Maseno.</p>
        </caption>
        <table>
          <thead>
            <tr>
              <th align="left" valign="middle"> </th>
              <th align="center" valign="middle">n</th>
              <th align="center" valign="middle">%</th>
              <th align="center" valign="middle">Standard deviation </th>
            </tr>
          </thead>
          <tbody>
            <tr>
              <td align="left" valign="middle"> </td>
              <td align="center" valign="middle">n = 876</td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">
                <bold>One or more psychotic symptom <sup>a</sup></bold>
              </td>
              <td align="center" valign="middle">59</td>
              <td align="center" valign="middle">8.1</td>
              <td align="center" valign="middle">0.28</td>
            </tr>
            <tr>
              <td align="left" valign="middle">
                <bold>PSQ score (number of symptoms present)</bold>
              </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle">0.30</td>
            </tr>
            <tr>
              <td align="left" valign="middle">0</td>
              <td align="center" valign="middle">817</td>
              <td align="center" valign="middle">91.9</td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">1</td>
              <td align="center" valign="middle">54</td>
              <td align="center" valign="middle">7.6</td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">2</td>
              <td align="center" valign="middle">5</td>
              <td align="center" valign="middle">0.6</td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">3+</td>
              <td align="center" valign="middle">0</td>
              <td align="center" valign="middle">0.0</td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">
                <bold>Type of symptom present</bold>
              </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">Thought insertions</td>
              <td align="center" valign="middle">9</td>
              <td align="center" valign="middle">3.4</td>
              <td align="center" valign="middle">0.18</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Paranoia</td>
              <td align="center" valign="middle">32</td>
              <td align="center" valign="middle">3.3</td>
              <td align="center" valign="middle">0.18</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Strange experiences</td>
              <td align="center" valign="middle">14</td>
              <td align="center" valign="middle">1.5</td>
              <td align="center" valign="middle">0.12</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Hallucinations</td>
              <td align="center" valign="middle">6</td>
              <td align="center" valign="middle">0.7</td>
              <td align="center" valign="middle">0.09</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Mania</td>
              <td align="center" valign="middle">3</td>
              <td align="center" valign="middle">0.1</td>
              <td align="center" valign="middle">0.04</td>
            </tr>
            <tr>
              <td align="left" valign="middle">
                <bold>Any CMD <sup>b</sup></bold>
              </td>
              <td align="center" valign="middle">83</td>
              <td align="center" valign="middle">10.8</td>
              <td align="center" valign="middle">0.31</td>
            </tr>
            <tr>
              <td align="left" valign="middle">
                <bold>Specific CMDs</bold>
              </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">Mixed anxiety and depression</td>
              <td align="center" valign="middle">48</td>
              <td align="center" valign="middle">6.1</td>
              <td align="center" valign="middle">0.24</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Panic disorder</td>
              <td align="center" valign="middle">17</td>
              <td align="center" valign="middle">2.6</td>
              <td align="center" valign="middle">0.16</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Generalised anxiety disorder</td>
              <td align="center" valign="middle">14</td>
              <td align="center" valign="middle">1.6</td>
              <td align="center" valign="middle">0.13</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Depressive episode</td>
              <td align="center" valign="middle">9</td>
              <td align="center" valign="middle">0.7</td>
              <td align="center" valign="middle">0.08</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Phobic disorder</td>
              <td align="center" valign="middle">3</td>
              <td align="center" valign="middle">0.3</td>
              <td align="center" valign="middle">0.05</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Obsessive compulsive disorder</td>
              <td align="center" valign="middle">2</td>
              <td align="center" valign="middle">0.2</td>
              <td align="center" valign="middle">0.04</td>
            </tr>
          </tbody>
        </table>
		<table-wrap-foot>
		<fn>
        <p><sup>a</sup> Psychotic symptoms in the preceding year as measured by the five domains of the Psychosis Screening Questionnaire (PSQ); <sup>b</sup> Any common mental disorder (CMD) and specific common mental disorder in the past seven days as measured by the Clinical Interview Schedule–Revised (CIS-R).</p>
		</fn>
		</table-wrap-foot>
      </table-wrap>
      <table-wrap id="ijerph-09-01748-t002" position="anchor">
        <object-id pub-id-type="pii">ijerph-09-01748-t002_Table 2</object-id>
        <label>Table 2</label>
        <caption>
          <p>Prevalence and unadjusted odds ratio for psychotic symptoms by presence of CMD.</p>
        </caption>
        <table>
          <thead>
            <tr>
              <th align="left" valign="middle"> </th>
              <th align="center" valign="middle">Prevalence of PSQ symptoms %</th>
              <th align="center" valign="middle">Unadjusted odds ratio</th>
              <th align="center" valign="middle">CI (95%)</th>
            </tr>
          </thead>
          <tbody>
            <tr>
              <td align="left" valign="middle">No CMD</td>
              <td align="center" valign="middle">4</td>
              <td align="center" valign="middle">1</td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">Any CMD</td>
              <td align="center" valign="middle">43.2</td>
              <td align="center" valign="middle">
                <bold>17.58 <sup>a</sup></bold>
              </td>
              <td align="center" valign="middle">
                <bold>(5.23, 59.12)</bold>
              </td>
            </tr>
          </tbody>
        </table>
		<table-wrap-foot>
		<fn>
        <p><sup>a</sup> p = 0.000.</p>
        <p>Common mental disorder (CMD)</p>
        <p>Psychosis Screening Questionnaire (PSQ)</p>
		</fn>
		</table-wrap-foot>
      </table-wrap>
      <table-wrap id="ijerph-09-01748-t003" position="anchor">
        <object-id pub-id-type="pii">ijerph-09-01748-t003_Table 3</object-id>
        <label>Table 3</label>
        <caption>
          <p>Prevalence rates and unadjusted odds ratios of any psychotic symptoms in relation to background factors.</p>
        </caption>
        <table>
          <thead>
            <tr>
              <th align="left" valign="middle"> </th>
              <th align="center" valign="middle">n</th>
              <th align="center" valign="middle">Prevalence of PSQ symptoms %</th>
              <th align="center" valign="middle">Unadjusted odds ratio</th>
              <th align="center" valign="middle">CI (95%)</th>
            </tr>
          </thead>
          <tbody>
            <tr>
              <td align="left" valign="middle">
                <bold>Sex</bold>
              </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">Male</td>
              <td align="center" valign="middle">286</td>
              <td align="center" valign="middle">9.4</td>
              <td align="center" valign="middle">1.0</td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">Female</td>
              <td align="center" valign="middle">563</td>
              <td align="center" valign="middle">6.9</td>
              <td align="center" valign="middle">0.73 </td>
              <td align="center" valign="middle">(0.43, 1.25)</td>
            </tr>
            <tr>
              <td align="left" valign="middle">
                <bold>Age group (years)</bold>
              </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">16–29</td>
              <td align="center" valign="middle">304</td>
              <td align="center" valign="middle">6.6</td>
              <td align="center" valign="middle">1.0</td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">30–44</td>
              <td align="center" valign="middle">269</td>
              <td align="center" valign="middle">9.2</td>
              <td align="center" valign="middle">1.4</td>
              <td align="center" valign="middle">(0.48, 4.10)</td>
            </tr>
            <tr>
              <td align="left" valign="middle">45–64</td>
              <td align="center" valign="middle">293</td>
              <td align="center" valign="middle">9.8</td>
              <td align="center" valign="middle">1.5</td>
              <td align="center" valign="middle">(0.65, 3.52)</td>
            </tr>
            <tr>
              <td align="left" valign="middle">
                <bold>Marital status</bold>
              </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">Married/cohabitating</td>
              <td align="center" valign="middle">584</td>
              <td align="center" valign="middle">8.4</td>
              <td align="center" valign="middle">1.0</td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">Single</td>
              <td align="center" valign="middle">171</td>
              <td align="center" valign="middle">10.5</td>
              <td align="center" valign="middle">1.3</td>
              <td align="center" valign="middle">(0.60, 2.63)</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Widowed/divorced/separated</td>
              <td align="center" valign="middle">58</td>
              <td align="center" valign="middle">5.2</td>
              <td align="center" valign="middle">0.7</td>
              <td align="center" valign="middle">(0.31, 1.65)</td>
            </tr>
            <tr>
              <td align="left" valign="middle">
                <bold>Relationship to head of household</bold>
              </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">Head</td>
              <td align="center" valign="middle">311</td>
              <td align="center" valign="middle">6.4</td>
              <td align="center" valign="middle">1.0</td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">Spouse/partner</td>
              <td align="center" valign="middle">223</td>
              <td align="center" valign="middle">5.4</td>
              <td align="center" valign="middle">0.9</td>
              <td align="center" valign="middle">(0.49, 1.52)</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Son/daughter/other</td>
              <td align="center" valign="middle">256</td>
              <td align="center" valign="middle">10.9</td>
              <td align="center" valign="middle">1.8</td>
              <td align="center" valign="middle">(0.59, 5.37)</td>
            </tr>
            <tr>
              <td align="left" valign="middle">
                <bold>Education level</bold>
              </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">None</td>
              <td align="center" valign="middle">112</td>
              <td align="center" valign="middle">12.0</td>
              <td align="center" valign="middle">1.0</td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">Primary</td>
              <td align="center" valign="middle">558</td>
              <td align="center" valign="middle">6.2</td>
              <td align="center" valign="middle">0.48</td>
              <td align="center" valign="middle">(0.15, 1.53)</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Secondary</td>
              <td align="center" valign="middle">146</td>
              <td align="center" valign="middle">15.6</td>
              <td align="center" valign="middle">1.33</td>
              <td align="center" valign="middle">(0.55, 3.20)</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Post secondary</td>
              <td align="center" valign="middle">43</td>
              <td align="center" valign="middle">3.8</td>
              <td align="center" valign="middle">0.26</td>
              <td align="center" valign="middle">(0.03, 2.65)</td>
            </tr>
            <tr>
              <td align="left" valign="middle">
                <bold>Employment status</bold>
              </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">None</td>
              <td align="center" valign="middle">115</td>
              <td align="center" valign="middle">10.4</td>
              <td align="center" valign="middle">1.0</td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">Farmer</td>
              <td align="center" valign="middle">488</td>
              <td align="center" valign="middle">7.4</td>
              <td align="center" valign="middle">0.7</td>
              <td align="center" valign="middle">(0.22, 2.26)</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Casual/wage worker</td>
              <td align="center" valign="middle">88</td>
              <td align="center" valign="middle">11.4</td>
              <td align="center" valign="middle">1.2</td>
              <td align="center" valign="middle">(0.14, 10.01)</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Trade/business</td>
              <td align="center" valign="middle">88</td>
              <td align="center" valign="middle">10.2</td>
              <td align="center" valign="middle">1.0</td>
              <td align="center" valign="middle">(0.34, 3.07)</td>
            </tr>
            <tr>
              <td align="left" valign="middle">
                <bold>Type of home <sup>a</sup></bold>
              </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">Permanent structure</td>
              <td align="center" valign="middle">169</td>
              <td align="center" valign="middle">12.7</td>
              <td align="center" valign="middle">1.0</td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">Semi-permanent</td>
              <td align="center" valign="middle">466</td>
              <td align="center" valign="middle">8.8</td>
              <td align="center" valign="middle">0.7</td>
              <td align="center" valign="middle">(0.20, 2.26)</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Temporary</td>
              <td align="center" valign="middle">233</td>
              <td align="center" valign="middle">4.2</td>
              <td align="center" valign="middle">
                <bold>0.3</bold>
              </td>
              <td align="center" valign="middle">
                <bold>(0.11, 0.96)</bold>
              </td>
            </tr>
            <tr>
              <td align="left" valign="middle">
                <bold>Poor health <sup>b</sup></bold>
              </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">No</td>
              <td align="center" valign="middle">735</td>
              <td align="center" valign="middle">6.9</td>
              <td align="center" valign="middle">1.0</td>
              <td align="center" valign="middle"> </td>
            </tr>
            <tr>
              <td align="left" valign="middle">Yes</td>
              <td align="center" valign="middle">105</td>
              <td align="center" valign="middle">20.0</td>
              <td align="center" valign="middle">2.50</td>
              <td align="center" valign="middle">(0.90, 12.16)</td>
            </tr>
          </tbody>
        </table>
		<table-wrap-foot>
		<fn>
        <p><sup>a</sup> p = 0.07; <sup>b</sup> p = 0.09.</p>
        <p>Psychosis Screening Questionnaire (PSQ)</p>
		</fn>
		</table-wrap-foot>
      </table-wrap>
    </sec>
    <sec sec-type="discussion">
      <title>4. Discussion</title>
      <p>There has been a paucity of systematic community surveys of psychosis using standardised instruments in Africa [<xref ref-type="bibr" rid="B15-ijerph-09-01748">15</xref>]. This rural study in Kenya using the PSQ has found an annual psychotic symptom rate of 8.1%. No relationship was found between prevalence of psychotic symptoms and those background variables studied. </p>
      <p>The annual prevalence of one or more psychotic symptoms reported here was somewhat higher than findings from Ethiopia, where a prevalence of 6.0% was observed for psychotic symptoms using the Self-Reporting Questionnaire in rural Ethiopia [<xref ref-type="bibr" rid="B16-ijerph-09-01748">16</xref>], and in Tanzania using the PSQ where an annual prevalence of psychotic symptoms was 3.9% in an urban sample. Although population based surveys in the United States [<xref ref-type="bibr" rid="B17-ijerph-09-01748">17</xref>], the Netherlands [<xref ref-type="bibr" rid="B18-ijerph-09-01748">18</xref>], and New Zealand [<xref ref-type="bibr" rid="B19-ijerph-09-01748">19</xref>], have found somewhat higher prevalence rates for psychotic symptoms (28%, 17.5% and 20.1% respectively) in Britain, where the PSQ was used, the prevalence of psychotic symptoms was 5.5%, a figure more comparable to the current results [<xref ref-type="bibr" rid="B20-ijerph-09-01748">20</xref>]. </p>
      <p>The PSQ is an instrument to screen for psychotic symptoms and does not of itself confirm the presence of psychosis, and we would expect rates of one or more psychotic symptoms to be much higher than rates of three or more psychotic symptoms. Studies attempting to estimate rates of actual psychosis have been conducted in Ethiopia, Mozambique and Zanzibar. In Ethiopia, past urban month rates of combined schizophrenia and schizoaffective disorder were 0.7% using the CIDI [<xref ref-type="bibr" rid="B6-ijerph-09-01748">6</xref>], and psychotic illness was 0.3% based on clinical psychiatric interview [<xref ref-type="bibr" rid="B21-ijerph-09-01748">21</xref>]. The Mozambique study used key informants (the first person found in the randomly selected household able to answer on behalf of others) to identify disordered behaviour via vignette. The authors found higher lifetime prevalence of psychoses (4.4%) in the poorer rural area compared to 1.6% in Maputo city [<xref ref-type="bibr" rid="B7-ijerph-09-01748">7</xref>]. Using a similar methodology in Zanzibar, the rate of chronic psychosis was found to be 2.6/1000 and acute psychotic episodes 0.6/1000 [<xref ref-type="bibr" rid="B22-ijerph-09-01748">22</xref>]. </p>
      <p>The association between psychotic symptoms and CMD has been previously reported in the British national surveys [<xref ref-type="bibr" rid="B20-ijerph-09-01748">20</xref>], and in Tanzania [<xref ref-type="bibr" rid="B3-ijerph-09-01748">3</xref>]. Unlike most other studies–but similar to the recent Tanzania study [<xref ref-type="bibr" rid="B3-ijerph-09-01748">3</xref>]–age, gender and marital status were not found to be significantly associated with psychotic symptoms. </p>
      <p>The current paper also investigated household status, housing type, education, income and ethnicity, given their previously reported associations with psychotic symptoms in Britain [<xref ref-type="bibr" rid="B23-ijerph-09-01748">23</xref>], but none of these relationships was significant at the p = 0.5 level after adjustment for other variables, although there was an association with housing type (significant at the 0.9 level) and with presence of physical illness (significant at the 0.7 level). The association with physical illness has been found more strongly elsewhere [<xref ref-type="bibr" rid="B24-ijerph-09-01748">24</xref>]. It may be that a larger sample size is needed to find socio-demographic associations, especially as this was a relatively homogeneous population in terms of the above variables.</p>
      <p>The strengths of this study are the relatively good response rate, the use of a random sample of households, the use of instruments which provide comprehensive assessments of common mental disorders, and a systematic approach to screening for psychosis. Several limitations should be noted. While the sampling frame was well defined and based on the 2000 Kenya census which had enumerated all dwellings, adequate supervision of the implementation of the survey was difficult for financial and logistical reasons. Over-representation of heads of household indicates that the random sampling of individuals within each household was inadequately implemented. </p>
      <p>The PSQ was not originally designed for Sub-Saharan Africa. It was therefore carefully scrutinised by local clinicians for content validity within the local cultural context, but was not tested against a gold standard interview. As the prevalence of psychotic symptoms in general population samples is commonly low, the overall sample size was not large enough to yield a great number of people reporting past-year psychotic symptoms, and therefore the power to detect associations was limited. We did not arrange to confirm probable psychosis with a follow-up clinical interview by trained psychiatrists, due to the high opportunity cost of such an exercise in a low income country with few psychiatrists (there is only one psychiatrist in Nyanza Province for around 5 million population). As always, the potential for measurement error when using screening instruments should be acknowledged, given self-reported experiences may be subject to recall or social desirability response bias. In addition the lay volunteer community health workers were not experienced survey interviewers. We do not know whether some of the psychotic symptoms here were alcohol or drug related, as the data on substance abuse was insufficiently complete to analyse. Finally, the current findings are specific to Maseno division in Nyanza Province and are not necessarily applicable to other parts of Kenya, particularly urban areas.</p>
    </sec>
    <sec sec-type="conclusions">
      <title>5. Conclusions</title>
      <p>Single psychotic symptoms in rural Kenya are relatively common (8%) in the adult population, but with only 0.6% having two symptoms, and in this sample size none were found with three or more symptoms. Symptoms are evenly distributed across this relatively poor rural population, and are significantly associated with CMD, and to a lesser extent with poor physical health and housing type. Health and social care systems in Kenya should take psychotic symptoms into account when planning for both physical and mental disorders.</p>
    </sec>
  </body>
  <back>
    <ack>
      <title>Acknowledgements</title>
      <p>This work was supported by the UK Department of International Development.</p>
    </ack>
    <notes>
      <title>Conflict of Interest</title>
      <p>The authors declare no conflict of interest.</p>
    </notes>
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