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<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">PLoS ONE</journal-id>
<journal-id journal-id-type="publisher-id">plos</journal-id>
<journal-id journal-id-type="pmc">plosone</journal-id>
<journal-title-group>
<journal-title>PLOS ONE</journal-title>
</journal-title-group>
<issn pub-type="epub">1932-6203</issn>
<publisher>
<publisher-name>Public Library of Science</publisher-name>
<publisher-loc>San Francisco, CA USA</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.1371/journal.pone.0192774</article-id>
<article-id pub-id-type="publisher-id">PONE-D-17-36744</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Research Article</subject>
</subj-group>
<subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Mental health and psychiatry</subject></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Surgical and invasive medical procedures</subject></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Surgical and invasive medical procedures</subject><subj-group><subject>Ophthalmic procedures</subject><subj-group><subject>Cataract surgery</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Ophthalmology</subject><subj-group><subject>Visual impairments</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Health care</subject><subj-group><subject>Socioeconomic aspects of health</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Public and occupational health</subject><subj-group><subject>Socioeconomic aspects of health</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Health care</subject><subj-group><subject>Patients</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>People and places</subject><subj-group><subject>Geographical locations</subject><subj-group><subject>Asia</subject><subj-group><subject>Vietnam</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Social sciences</subject><subj-group><subject>Economics</subject><subj-group><subject>Labor economics</subject><subj-group><subject>Employment</subject></subj-group></subj-group></subj-group></subj-group></article-categories>
<title-group>
<article-title>Beyond monetary benefits of restoring sight in Vietnam: Evaluating well-being gains from cataract surgery</article-title>
<alt-title alt-title-type="running-head">Beyond monetary benefits of restoring sight in Vietnam</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Feeny</surname>
<given-names>Simon</given-names>
</name>
<role content-type="http://credit.casrai.org/">Conceptualization</role>
<role content-type="http://credit.casrai.org/">Data curation</role>
<role content-type="http://credit.casrai.org/">Formal analysis</role>
<role content-type="http://credit.casrai.org/">Funding acquisition</role>
<role content-type="http://credit.casrai.org/">Investigation</role>
<role content-type="http://credit.casrai.org/">Methodology</role>
<role content-type="http://credit.casrai.org/">Project administration</role>
<role content-type="http://credit.casrai.org/">Resources</role>
<role content-type="http://credit.casrai.org/">Supervision</role>
<role content-type="http://credit.casrai.org/">Validation</role>
<role content-type="http://credit.casrai.org/">Visualization</role>
<role content-type="http://credit.casrai.org/">Writing – original draft</role>
<role content-type="http://credit.casrai.org/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes" xlink:type="simple">
<contrib-id authenticated="true" contrib-id-type="orcid">http://orcid.org/0000-0003-4226-7072</contrib-id>
<name name-style="western">
<surname>Posso</surname>
<given-names>Alberto</given-names>
</name>
<role content-type="http://credit.casrai.org/">Conceptualization</role>
<role content-type="http://credit.casrai.org/">Data curation</role>
<role content-type="http://credit.casrai.org/">Formal analysis</role>
<role content-type="http://credit.casrai.org/">Funding acquisition</role>
<role content-type="http://credit.casrai.org/">Investigation</role>
<role content-type="http://credit.casrai.org/">Methodology</role>
<role content-type="http://credit.casrai.org/">Supervision</role>
<role content-type="http://credit.casrai.org/">Validation</role>
<role content-type="http://credit.casrai.org/">Visualization</role>
<role content-type="http://credit.casrai.org/">Writing – original draft</role>
<role content-type="http://credit.casrai.org/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
<xref ref-type="corresp" rid="cor001">*</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>McDonald</surname>
<given-names>Lachlan</given-names>
</name>
<role content-type="http://credit.casrai.org/">Conceptualization</role>
<role content-type="http://credit.casrai.org/">Validation</role>
<role content-type="http://credit.casrai.org/">Writing – original draft</role>
<role content-type="http://credit.casrai.org/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Chuyen</surname>
<given-names>Truong Thi Kim</given-names>
</name>
<role content-type="http://credit.casrai.org/">Data curation</role>
<role content-type="http://credit.casrai.org/">Validation</role>
<role content-type="http://credit.casrai.org/">Visualization</role>
<xref ref-type="aff" rid="aff002"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Tung</surname>
<given-names>Son Thanh</given-names>
</name>
<role content-type="http://credit.casrai.org/">Data curation</role>
<role content-type="http://credit.casrai.org/">Methodology</role>
<role content-type="http://credit.casrai.org/">Validation</role>
<xref ref-type="aff" rid="aff002"><sup>2</sup></xref>
</contrib>
</contrib-group>
<aff id="aff001"><label>1</label> <addr-line>International Development and Trade Research Group, RMIT University, Victoria, Australia</addr-line></aff>
<aff id="aff002"><label>2</label> <addr-line>Ho Chi Minh City University of Social Sciences and Humanities, Ho Chi Minh City, Vietnam</addr-line></aff>
<contrib-group>
<contrib contrib-type="editor" xlink:type="simple">
<name name-style="western">
<surname>Zheng</surname>
<given-names>Yingfeng</given-names>
</name>
<role>Editor</role>
<xref ref-type="aff" rid="edit1"/>
</contrib>
</contrib-group>
<aff id="edit1"><addr-line>Sun Yat-Sen University Zhongshan Ophthalmic Center, CHINA</addr-line></aff>
<author-notes>
<fn fn-type="conflict" id="coi001">
<p>The authors have declared that no competing interests exist.</p>
</fn>
<corresp id="cor001">* E-mail: <email xlink:type="simple">alberto.posso@rmit.edu.au</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>2</month>
<year>2018</year>
</pub-date>
<pub-date pub-type="collection">
<year>2018</year>
</pub-date>
<volume>13</volume>
<issue>2</issue>
<elocation-id>e0192774</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>10</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>1</month>
<year>2018</year>
</date>
</history>
<permissions>
<copyright-year>2018</copyright-year>
<copyright-holder>Feeny et al</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">Creative Commons Attribution License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri content-type="pdf" xlink:href="info:doi/10.1371/journal.pone.0192774"/>
<abstract>
<p>A more holistic understanding of the benefits of sight-restoring cataract surgery requires a focus that goes beyond income and employment, to include a wider array of well-being measures. The objective of this study is to examine the monetary and non-monetary benefits of cataract surgery on both patients as well as their caregivers in Vietnam. Participants were randomly recruited from a Ho-Chi-Minh City Hospital. A total of 82 cataract patients and 83 caregivers participated in the survey conducted for this study. Paired <italic>t</italic>-tests, Wilcoxon Signed Rank tests, and regression analysis are used to detect any statistically significant differences in various measures of well-being for patients and caregivers before and after surgery. There are statistically significant improvements in monetary and non-monetary measures of well-being for both patients and caregivers approximately three months after undergoing cataract surgery, compared with baseline assessments collected prior to surgery. Non-monetary measures of well-being include self-assessments of overall health, mental health, hope, self-efficacy, happiness and life satisfaction. For patients, the benefits included statistically significant improvements in earnings, mobility, self-care, the ability to undertake daily activities, self-assessed health and mental health, life satisfaction, hope, and self-efficacy (<italic>p</italic>&lt;0.01). For caregivers, attendance at work improved alongside overall health, mental health, hope, self-efficacy, happiness and life satisfaction, three months post-surgery (<italic>p</italic>&lt;0.01). Restoring sight has positive impacts for those suffering from cataracts and their caregivers. Sometimes the benefits are almost equal in their magnitude. The study has also demonstrated that many of these impacts are non-monetary in nature. It is clear that estimates of the rate of return to restoring sight that focus only on financial gains will underestimate the true returns to society of restoring sight from cataract surgeries.</p>
</abstract>
<funding-group>
<award-group id="award001">
<funding-source>
<institution>Fred Hollows Foundation</institution>
</funding-source>
<principal-award-recipient>
<contrib-id authenticated="true" contrib-id-type="orcid">http://orcid.org/0000-0003-4226-7072</contrib-id>
<name name-style="western">
<surname>Posso</surname>
<given-names>Alberto</given-names>
</name>
</principal-award-recipient>
</award-group>
<award-group id="award002">
<funding-source>
<institution>Fred Hollows Foundation</institution>
</funding-source>
<principal-award-recipient>
<name name-style="western">
<surname>Feeny</surname>
<given-names>Simon</given-names>
</name>
</principal-award-recipient>
</award-group>
<funding-statement>This research was supported through funding from The Fred Hollows Foundation (<ext-link ext-link-type="uri" xlink:href="https://www.hollows.org/au/research" xlink:type="simple">https://www.hollows.org/au/research</ext-link>) to Simon Feeny and Alberto Posso. The information and opinions contained in it do not necessarily reflect the views or policy of The Fred Hollows Foundation. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.</funding-statement>
</funding-group>
<counts>
<fig-count count="4"/>
<table-count count="3"/>
<page-count count="12"/>
</counts>
<custom-meta-group>
<custom-meta id="data-availability">
<meta-name>Data Availability</meta-name>
<meta-value>All relevant data are within the paper and its Supporting Information files.</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="sec001" sec-type="intro">
<title>Introduction</title>
<p>Since economic reforms beginning in 1986, Vietnam has experienced rapid economic growth and made great progress towards the Millennium Development Goals. The government has also implemented a nationwide social health insurance scheme known as Vietnam Social Security (VSS). However, not all members of the population have benefitted from these structural transformations. These inequities are reflected in eye health. As is the case around the world, untreated cataracts are the largest cause of blindness and low vision in Vietnam [<xref ref-type="bibr" rid="pone.0192774.ref001">1</xref>]. Despite being included in the VSS scheme, cataract surgery is not universally accessible. Economic and geographic barriers disadvantage poor and vulnerable groups, including women [<xref ref-type="bibr" rid="pone.0192774.ref002">2</xref>,<xref ref-type="bibr" rid="pone.0192774.ref003">3</xref>].</p>
<p>Vision loss robs people of their productivity, health and happiness. Poverty and blindness are tightly linked through a cycle in which poverty increases the risk of visual impairment and visual impairment causes poverty [<xref ref-type="bibr" rid="pone.0192774.ref004">4</xref>]. Moreover, there is a link between vision loss and co-morbidities (e.g. injuries sustained from falls) [<xref ref-type="bibr" rid="pone.0192774.ref005">5</xref>]. People with vision loss are also more susceptible to mental illness [<xref ref-type="bibr" rid="pone.0192774.ref006">6</xref>]. Caregivers (usually women and girls) are also economically disadvantaged as the time they spend caring comes at the expense of being otherwise productive [<xref ref-type="bibr" rid="pone.0192774.ref007">7</xref>].</p>
<p>International studies confirm that successful cataract surgeries lead to important economic and quality of life improvements for patients and that these benefits can accrue quickly [<xref ref-type="bibr" rid="pone.0192774.ref008">8</xref>]. However, such studies have tended to focus on improved labour market outcomes [<xref ref-type="bibr" rid="pone.0192774.ref009">9</xref>,<xref ref-type="bibr" rid="pone.0192774.ref010">10</xref>]. As such, when caregivers are factored into the analysis it is often to highlight foregone earning opportunities [<xref ref-type="bibr" rid="pone.0192774.ref011">11</xref>]. However, the large literature on surgical interventions and well-being suggests that the benefits of restoring sight should extend beyond the additional earning capacity of individuals and include a raft of other benefits to both patients and caregivers [<xref ref-type="bibr" rid="pone.0192774.ref011">11</xref>].</p>
<p>This study makes a number of contributions to understanding the broader benefits of cataract surgery. It looks at changes in measures of well-being by studying patients both before and after surgical interventions. It incorporates a wider variety of well-being measures than existing studies that focus on either economic or psychological measures, but not both. It also focuses on patients and caregivers in poor communities in a developing country where formal support networks are relatively limited and, as such, people are more reliant on family for support. Hence the role the caregiver plays is potentially large.</p>
</sec>
<sec id="sec002" sec-type="materials|methods">
<title>Methods</title>
<p>Written consent was obtained from all participants. Visually impaired participants were read a participant information statement in the presence of their caregiver and were asked to sign the consent form in the presence of the surveyor and caregiver. Written forms with the signatures of all participants are safely stored at in the Ho-Chi-Minh City University of Social Sciences. Ethics approval was obtained from the Human Research Ethics Committee of RMIT University and the Ho-Chi-Minh City Ophthalmologic Hospital Ethics Committee. Both ethics committees reviewed and approved the consent forms.</p>
<p>Sample size was based on the following calculations. Using demographic data available from the Vietnam census and Household Living Standards Surveys, coupled with a 99% confidence level and a 5% 2-sided significance level, the minimum sample size was estimated to be 65 patients and caregivers, respectively. To err on the side of caution we targeted a sample size equal to 20% above the required minimum. The overall sample is comprised of 82 patients and 83 caregivers, surveyed both before and three months after cataract surgery.</p>
<p>The initial period of data collection began in late-August to mid-October 2016. The Ho-Chi-Minh City Ophthalmologic Hospital was approached to assist with the recruitment of participants. Potential participants were asked whether they needed help with their daily tasks due to their visual impairment. To be eligible for the research project the person needed to respond ‘yes’. The sample therefore captures patients who were either blind or visually impaired.</p>
<p>Separate surveys for patients and caregivers were prepared. The questionnaires were based on a similar survey used in Vietnam [<xref ref-type="bibr" rid="pone.0192774.ref010">10</xref>] while the sampling techniques outlined in Grosh and Glewwe [<xref ref-type="bibr" rid="pone.0192774.ref012">12</xref>] were used. The patient survey captures the severity of visual impairment with questions that measure the extent of functional vision using a 4-point Likert scale, identifying whether they have difficulties with activities such as reading newspapers, recognising faces, reading text on the TV, or, more generally, in any way in their daily life.</p>
<p>Both patient and carer questionnaires collected information on the economic activities of patients and caregivers with questions about their monthly incomes and how much time they spend on various activities. These questionnaires are augmented with measures of physical and mental health using international survey instruments developed by the World Health Organization (WHO) for use in the World Mental Health Survey Initiative. Mental health questions from the Rand Corporation’s Rand 36-item Health Survey were also included to capture whether individuals feel (i) nervous, (ii) calm and peaceful, (iii) happy, or (iv) depressed. The survey also examines levels of hope using an index created by Snyder <italic>et al</italic>. [<xref ref-type="bibr" rid="pone.0192774.ref013">13</xref>]. It is based on the responses to six questions and can take values between 0 and 36. Self-efficacy is measured using Schwarzer and Jerusalem’s self-efficacy scale [<xref ref-type="bibr" rid="pone.0192774.ref014">14</xref>]. It is based on the response to 10 questions and can take values between 10 and 40.</p>
<sec id="sec003">
<title>Demographics of the sample</title>
<p>The sample is comprised of poorer members of the Vietnamese population that were eligible for subsidised treatment from the charity campus of the Ho-Chi-Minh City Ophthalmologic Hospital. The sample was also restricted to willing participants living in and around Ho-Chi-Minh City. There was a near- equal gender split for patients while caregivers were marginally more likely to be female. Most patients in the sample (76% (62/82)) were aged over 50; while caregivers tended to be younger (57% (47/83) were aged under 50). Virtually all patients, pre-surgery, were cared for by a family member and over 80% (65/82) co-habit.</p>
<sec id="sec004">
<title>Statistical analysis</title>
<p>Preliminary analysis uses paired <italic>t</italic>-tests and Wilcoxon Signed Rank tests (for ordinal variables) to identify statistically significant differences in well-being measures pre- and post-surgery. We test for the robustness of our findings with multivariate regressions using a fixed effects specification that controls for unobserved time-invariant characteristics that influence the variables of interest.</p>
</sec>
</sec>
</sec>
<sec id="sec005" sec-type="results">
<title>Results</title>
<sec id="sec006">
<title>The success of surgery: Before and after comparisons</title>
<p>Cataract surgery resulted in an improvement in functional vision for nearly all patients, often to a point of having no difficulty seeing. Prior to surgery, 88% (72/82) of patients reported that their present vision gives them ‘great difficulty’ or ‘very great difficulty’ in their daily life. The same percentage reported ‘no difficulty’ following cataract surgery.</p>
<p>Wilcoxon Signed Rank tests confirmed statistically significant improvements in being able to (i) read text in the newspaper (<italic>p</italic>&lt;0.01); (ii) recognise the faces of people they meet (<italic>p</italic>&lt;0.01); (iii) see the prices of goods when shopping (<italic>p</italic>&lt;0.01); (iv) see uneven ground when walking (<italic>p</italic>&lt;0.01); (v) see when doing needlework and handicrafts (<italic>p</italic>&lt;0.01); (vi) read text on the TV (<italic>p</italic>&lt;0.01); and (vii) see to carry out a preferred hobby (<italic>p</italic>&lt;0.01). Approximately three quarters of the surgeries conducted in the sample were freely provided. Most of the remaining surgeries cost VND 2.7 million (approximately US$120).</p>
</sec>
<sec id="sec007">
<title>Changes in employment and work</title>
<p>About three quarters of patients had an occupation of some sort (pre-surgery) but 40% (33/82) reported doing a different occupation before they became visually impaired. The vast majority reported earning more money from their prior occupation–implying that their income had fallen since the onset of their visual impairment. At the time the pre-surgery survey was conducted, 48% (40/82) of patients reported that they were working. This increased to 58% (48/83) approximately three months after surgery. The improvement is statistically significant at the one per cent level. The change in the work status of caregivers is not statistically significant (see <xref ref-type="table" rid="pone.0192774.t001">Table 1</xref>).</p>
<table-wrap id="pone.0192774.t001" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0192774.t001</object-id>
<label>Table 1</label> <caption><title>Changes in patient and carer income and employment.</title></caption>
<alternatives>
<graphic id="pone.0192774.t001g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0192774.t001" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="justify">Indicator</th>
<th align="center">Before Surgery</th>
<th align="center">After surgery</th>
<th align="center">Change</th>
</tr>
</thead>
<tbody>
<tr>
<td align="justify">Patient monthly income (million dong)</td>
<td align="center">1.6</td>
<td align="center">2.4</td>
<td align="center">0.8<xref ref-type="table-fn" rid="t001fn001">**</xref></td>
</tr>
<tr>
<td align="justify">Patient work status (per cent)</td>
<td align="center">48 (40/83)</td>
<td align="center">58 (48/83)</td>
<td align="center">10</td>
</tr>
<tr>
<td align="justify">Caregiver monthly income (million dong)</td>
<td align="center">3.9</td>
<td align="center">4.1</td>
<td align="center">0.23</td>
</tr>
<tr>
<td align="justify">Caregiver work status (per cent)</td>
<td align="center">86 (71/83)</td>
<td align="center">81 (67/83)</td>
<td align="center">-5</td>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t001fn001"><p>** denotes <italic>p</italic>&lt;0.05.</p></fn>
<fn id="t001fn002"><p>Calculations based on 83 observations. Fractions resulting in percentages are in brackets.</p></fn>
<fn id="t001fn003"><p>Significance levels for income and work status are obtained from pairwise <italic>t</italic>-tests and Wilcoxon Signed Rank tests, respectively. Source: The authors.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Survey data also indicated that incomes can increase quickly when sight is restored. Pairwise <italic>t</italic>-tests reveal that three months after surgery, average incomes of patients had increased by approximately 54% (1.6 to 2.4 million dong) (<italic>p</italic>&lt;0.05). Similarly, 36% (30/83) of caregivers indicated that their income increased since their dependent had the surgery (3.9 to 4.1 million dong), although this change is found to be statistically insignificant. <xref ref-type="table" rid="pone.0192774.t001">Table 1</xref> summarizes these findings.</p>
</sec>
<sec id="sec008">
<title>Changes in autonomy</title>
<p>These changes in income for patients and caregivers tell an important part of the story surrounding the benefits of health interventions. However, it is also important to highlight the sense of independence, autonomy and self-realisation that these individuals receive when they command higher income.</p>
<p>Using a 3-point Likert scale (low, moderate, high), patients were asked to rate their level of difficulty moving around, taking care of themselves and performing daily activities, before and after surgery. On average, 30% (25/82) of patients reported some level of difficulty with the three indicators prior to surgery. This proportion declined to around 10% (8/82) following surgery. Wilcoxon Signed Rank tests reveal that this drop of approximately 20 percentage points is found to be statistically significant across all indicators. <xref ref-type="table" rid="pone.0192774.t002">Table 2</xref> summarises the results.</p>
<table-wrap id="pone.0192774.t002" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0192774.t002</object-id>
<label>Table 2</label> <caption><title>Changes in patient measures of autonomy, per cent.</title></caption>
<alternatives>
<graphic id="pone.0192774.t002g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0192774.t002" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="justify">Indicator</th>
<th align="center">Before Surgery</th>
<th align="center">After surgery</th>
<th align="center">Change</th>
</tr>
</thead>
<tbody>
<tr>
<td align="justify">Mobility (per cent of patients reporting moderate or high difficulty in walking)</td>
<td align="center">34 (28/83)</td>
<td align="center">13 (11/83)</td>
<td align="center">22<xref ref-type="table-fn" rid="t002fn001">**</xref></td>
</tr>
<tr>
<td align="justify">Self-care (per cent of patients reporting moderate or high difficulty in washing or dressing themselves)</td>
<td align="center">25 (21/83)</td>
<td align="center">5 (4/83)</td>
<td align="center">20<xref ref-type="table-fn" rid="t002fn002">***</xref></td>
</tr>
<tr>
<td align="justify">Performing activities (per cent of patients reporting moderate or high difficulty in working, studying, doing housework or leisure activities)</td>
<td align="center">39 (32/83)</td>
<td align="center">7 (6/83)</td>
<td align="center">32<xref ref-type="table-fn" rid="t002fn002">***</xref></td>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t002fn001"><p>** denote 5 per cent levels of significance</p></fn>
<fn id="t002fn002"><p>*** denote 1 per cent levels of significance</p></fn>
<fn id="t002fn003"><p>Calculations based on 83 observations. Fractions resulting in percentages are in brackets. Significance levels are obtained from Wilcoxon Signed Rank tests. Source: The authors.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec009">
<title>Changes in health</title>
<p>Prior to surgery, 46% (38/82) of patients rated their overall health as ‘poor’. After surgery only 6% (5/82) rated their health as ‘poor’, while 44% (36/82) rated it as ‘very good’ or ‘excellent’. Interestingly, improvements in self-assessed health were also high for caregivers. Remarkably, the proportion of caregivers reporting their health as ‘very good’ or ‘excellent’ increased substantially, from 13% (11/83) to 45% (37/83), after their dependent had surgery. Wilcoxon Signed Rank tests reveal that both improvements are statistically significant at the 1% level.</p>
</sec>
<sec id="sec010">
<title>Changes in self-assessed mental health</title>
<p>Self-assessed mental health is found to significantly increase for both patients and caregivers three months after the surgery (see <xref ref-type="fig" rid="pone.0192774.g001">Fig 1</xref> below). Patients reporting that their mental health was ‘very good’ or ‘excellent’ increased from 6% (5/82) to 51% (42/82). For caregivers, the figure rose from 13% (11/82) to 57% (47/83). According to Wilcoxon Signed Rank tests, both of these improvements are statistically significant at the 1% level.</p>
<fig id="pone.0192774.g001" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0192774.g001</object-id>
<label>Fig 1</label>
<caption>
<title>Patient and carer self-assessed mental health before and after surgery.</title>
<p>Source: The authors.</p>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0192774.g001" xlink:type="simple"/>
</fig>
<p>Other measures of mental health were also captured by the survey. Respondents were asked questions about how often they have felt the following during the past four weeks: nervous; calm and peaceful; downhearted and sad; and happy. Wilcoxon Signed Rank tests reveal that there were statistically significant improvements in all of these measures for both patients and caregivers at the 1% level. An index of mental health was constructed which combines these different measures. It takes values from 0 (extremely low mental health) to 100 (very high mental health). Wilcoxon Signed Rank tests reveal that emotional well-being improved for both caregivers and patients following surgery. Prior to surgery, the average patient exhibited a score of 39 for their mental health, while the corresponding figure for carers was 47. After surgery, patients’ score increased to 73 (<italic>p</italic>&lt;0.01), while carers increased to 76 (<italic>p</italic>&lt;0.01) (<xref ref-type="fig" rid="pone.0192774.g002">Fig 2</xref>). Responses to questions about anxiety and depression were used to test the robustness of these results. Patients and carers were asked to rate their level of anxiety/depression using a 3-point Likert scale (not anxious or depressed, moderately anxious or depressed, highly anxious or depressed). Prior to surgery, 88% (72/82) and 77% (64/83) of patients and caregivers indicated that they suffered from moderate or high levels of anxiety or depression, respectively. Following the surgeries, the corresponding figures fell to 24% (20/82) (<italic>p</italic>&lt;0.01) and 1% (1/83) (<italic>p</italic>&lt;0.01), respectively.</p>
<fig id="pone.0192774.g002" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0192774.g002</object-id>
<label>Fig 2</label>
<caption>
<title>Emotional well-being, before and after surgery.</title>
<p>Source: The authors.</p>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0192774.g002" xlink:type="simple"/>
</fig>
<p>Given that levels of self-assessed overall health and mental health both increased after surgery, it is not surprising that overall life-satisfaction also rose. Life-satisfaction is measured using a question that asked respondents to rate, on a scale of 1–10, how happy they are (with one being not happy and 10 being very happy). <xref ref-type="fig" rid="pone.0192774.g003">Fig 3</xref> presents the findings. On average, the level of happiness for patients is 2.5 points higher after cataract surgery (7.6 versus 5.1) (<italic>p</italic>&lt;0.01) and 1.7 points higher for caregivers (7.6 versus 5.9) (<italic>p</italic>&lt;0.01).</p>
<fig id="pone.0192774.g003" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0192774.g003</object-id>
<label>Fig 3</label>
<caption>
<title>Patient and carer self-assessed life-satisfaction before and after.</title>
<p>Source: The authors.</p>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0192774.g003" xlink:type="simple"/>
</fig>
<p>Wilcoxon Signed Rank tests confirm that hope and self-efficacy exhibit statistically significant improvements for both patients and caregivers following cataract surgery. Hope improves by more than 10 points for patients (37.5 versus 27.2) (<italic>p</italic>&lt;0.01) and almost 6 points for caregivers on average (39.0 versus 33.1) (<italic>p</italic>&lt;0.01). Hope is comprised of two core elements: agency and pathway. Agency relates to having goal-directed energy while pathway relates to the planning to accomplish goals. For both patients and caregivers, the pathway component increases by a little more than agency following surgery. As above, the analysis shows that improvements are statistically significant at the 1% level. <xref ref-type="fig" rid="pone.0192774.g004">Fig 4</xref> summarises these findings for patients and caregivers, respectively.</p>
<fig id="pone.0192774.g004" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0192774.g004</object-id>
<label>Fig 4</label>
<caption>
<title>Patient and carer average hope, before and after surgery.</title>
<p>Source: The authors.</p>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0192774.g004" xlink:type="simple"/>
</fig>
<p>Similar findings are reported for self-efficacy. Self-efficacy improved by between 4 (<italic>p</italic>&lt;0.01) and 5 (<italic>p</italic>&lt;0.01) points on average for patients and caregivers respectively following surgery, demonstrating that the restoration of sight has important impacts on their beliefs of their capabilities to undertake tasks and cope with different situations.</p>
</sec>
<sec id="sec011">
<title>Regression analyses</title>
<p>In order to test whether the patterns in the data that are obtained above are robust to the inclusion of other key variables of interest, we employ fixed-effects regression techniques. Exploiting the fact that we have data for the same individuals across two periods we can fit regressions that control for time-invariant omitted variables that could potentially influence the variables of interest. These variables include factors such as ability, gender and educational attainment [<xref ref-type="bibr" rid="pone.0192774.ref015">15</xref>]. The results in <xref ref-type="table" rid="pone.0192774.t003">Table 3</xref> confirm the findings above. That is, after controlling for other variables and unobserved factors, all outcomes exhibit statistically significant improvements after surgery.</p>
<table-wrap id="pone.0192774.t003" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0192774.t003</object-id>
<label>Table 3</label> <caption><title>Regression analysis, patient and caregiver fixed effects.</title></caption>
<alternatives>
<graphic id="pone.0192774.t003g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0192774.t003" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="left"> </th>
<th align="center">(1)</th>
<th align="center">(2)</th>
<th align="center">(3)</th>
<th align="center">(4)</th>
<th align="center">(5)</th>
</tr>
<tr>
<th align="left">Dependent variable:</th>
<th align="center">Income (000’s)</th>
<th align="center">Well-being</th>
<th align="center">Emotional Well-being</th>
<th align="center">Health</th>
<th align="center">Mental health</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" colspan="2"><bold>Panel A: Patients</bold></td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center"/>
</tr>
<tr>
<td align="left">Post-surgery</td>
<td align="center">9.26<xref ref-type="table-fn" rid="t003fn002">**</xref></td>
<td align="center">7.22<xref ref-type="table-fn" rid="t003fn001">*</xref></td>
<td align="center">6.40<xref ref-type="table-fn" rid="t003fn001">*</xref></td>
<td align="center">3.85<xref ref-type="table-fn" rid="t003fn002">**</xref></td>
<td align="center">2.41<xref ref-type="table-fn" rid="t003fn002">**</xref></td>
</tr>
<tr>
<td align="left"/>
<td align="center">[2.18]</td>
<td align="center">[1.77]</td>
<td align="center">[1.74]</td>
<td align="center">[2.15]</td>
<td align="center">[2.32]</td>
</tr>
<tr>
<td align="left">Observations</td>
<td align="center">165</td>
<td align="center">165</td>
<td align="center">165</td>
<td align="center">96</td>
<td align="center">96</td>
</tr>
<tr>
<td align="left">R-squared</td>
<td align="center">0.09</td>
<td align="center">0.70</td>
<td align="center">0.75</td>
<td align="center"/>
<td align="center"/>
</tr>
<tr>
<td align="left">Chi-squared p-value</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">0</td>
<td align="center">0</td>
</tr>
<tr>
<td align="left" colspan="2"><bold>Panel B: caregivers</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Post-surgery</td>
<td align="center">229.8<xref ref-type="table-fn" rid="t003fn002">**</xref></td>
<td align="center">31.4<xref ref-type="table-fn" rid="t003fn003">***</xref></td>
<td align="center">29.8<xref ref-type="table-fn" rid="t003fn003">***</xref></td>
<td align="center">2.72<xref ref-type="table-fn" rid="t003fn003">***</xref></td>
<td align="center">3.74<xref ref-type="table-fn" rid="t003fn003">***</xref></td>
</tr>
<tr>
<td align="left"/>
<td align="center">[2.03]</td>
<td align="center">[9.11]</td>
<td align="center">[10.2]</td>
<td align="center">[3.73]</td>
<td align="center">[3.69]</td>
</tr>
<tr>
<td align="left">Observations</td>
<td align="center">166</td>
<td align="center">166</td>
<td align="center">166</td>
<td align="center">68</td>
<td align="center">88</td>
</tr>
<tr>
<td align="left">R-squared</td>
<td align="center">0.05</td>
<td align="center">0.51</td>
<td align="center">0.56</td>
<td align="center"/>
<td align="center"/>
</tr>
<tr>
<td align="left">Chi-squared p-value</td>
<td align="center"/>
<td align="center"/>
<td align="center"/>
<td align="center">0</td>
<td align="center">0</td>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t003fn001"><p>* denote 10 per cent levels of significance</p></fn>
<fn id="t003fn002"><p>** denote 5 per cent levels of significance</p></fn>
<fn id="t003fn003"><p>*** denote 1 per cent levels of significance</p></fn>
<fn id="t003fn004"><p>Robust t-statistics in brackets. All regressions include individual-level fixed effects. The patient regressions include a control that asks respondents if they’re satisfied with their vision. The carer regressions include a control that asks respondents if they live with the patient. The health and mental health regressions use dummy variables equal to 1 if the respondent self-classifies as having ‘good’, ‘very good, or excellent heath/mental health.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="sec012" sec-type="conclusions">
<title>Discussion</title>
<p>This study focuses on Vietnam, a middle-income country with comparatively good healthcare, but with large unmet demand for cataract surgeries. Cataract surgery is already considered to be among the most cost-effective interventions in health care [<xref ref-type="bibr" rid="pone.0192774.ref016">16</xref>,<xref ref-type="bibr" rid="pone.0192774.ref017">17</xref>]. It is also known to deliver large economic benefits and improve the quality of life of patients. Studies of the impacts of cataract surgery have tended to focus on the financial improvements–increased income, wealth and employment–and/or have centred on the patient themselves.</p>
<p>This study confirms previous work that the benefits of restoring sight are substantial. It extends the existing evidence base to show that cataract surgery has broader non-monetary impacts on patients as well as their caregivers. These include improved physical and mental health as well as a number of psychosocial measures of well-being. We find statistically significant improvements in all measures of well-being for both patients and, importantly, their caregivers. Indeed, caregivers are often subject to low levels of income and psychological well-being akin to the visually impaired.</p>
<p>Our findings are naturally subject to a number of important limitations. First, survey findings emanate from a small sample of just 82 cataract patients and 83 caregivers. Secondly, the sample is not nationally representative, with most participants being poorer members of Vietnam’s population since they were eligible for subsidised treatment from the charity campus of the Ho-Chi-Minh City Ophthalmologic Hospital. The sample was also restricted to willing participants living in and around Ho-Chi-Minh City. Third, the study examines impacts on a number of measures of well-being. However, for the survey these were selected on an <italic>ad hoc</italic> basis rather than being drawn from an established underlying conceptual framework or theory of change. Further, all outcomes but particularly psychosocial measures such as hope and self-efficacy are prone to large measurement error. Finally, the study assesses outcomes at just one point of time: three months after surgery.</p>
<p>Future work could attribute shadow prices to these effects in order to include them in a measure such as a Social Return on Investment Analysis. Doubtless, if appropriately valued, these true benefits would permit benefit-to-cost ratios to dwarf current estimates. Indeed, it is rare in international development to identify such large social impacts from a proven intervention. This is particularly true when cataract surgery is fully or partly subsidised for the poor in developing countries. Further studies should also be based on larger samples of participants which would allow for sub-group analysis to detect differences in benefits for different groups within the population. For example, the impacts of restoring sight might differ between the poor and the non-poor, men and women, the young versus the old, the rural versus the urban, and the employed versus unemployed. Outcomes could also be compared across sufferers of different eye diseases, for example cataract versus glaucoma patients.</p>
<p>Other research in the region may also highlight implications of cataract interventions in ways that are more pertinent to other developing nations. Indeed, Vietnam enjoys a comparatively strong public health sector, which is not necessarily the case in some of its neighbouring countries. Replicating this work in nations with more significant health-resource constraints is likely to highlight how economic development interacts with both the benefits and costs of eye disease.</p>
</sec>
<sec id="sec013" sec-type="conclusions">
<title>Conclusions</title>
<p>This study finds that cataract surgery considerably improves the well-being of patients and their caregivers. Improvements are observed in monetary dimensions of well-being, including employment, work and income, and non-monetary dimensions such as autonomy, self-assessed health, mental health, life satisfaction, hope, and self-efficacy. With untreated cataract remaining the world’s largest source of avoidable blindness these impacts show that money spent on expanding cataract surgical capacity is a sound, and much-needed, social investment. Future research should examine whether outcomes over a longer post-surgery period (such as six months or a year) persist or increase.</p>
</sec>
<sec id="sec014">
<title>Supporting information</title>
<supplementary-material id="pone.0192774.s001" position="float" xlink:href="info:doi/10.1371/journal.pone.0192774.s001" xlink:type="simple">
<label>S1 File</label>
<caption>
<title>Patient.dta.</title>
<p>Anonymized patient data for use in STATA.</p>
<p>(DTA)</p>
</caption>
</supplementary-material>
<supplementary-material id="pone.0192774.s002" mimetype="application/vnd.ms-excel" position="float" xlink:href="info:doi/10.1371/journal.pone.0192774.s002" xlink:type="simple">
<label>S2 File</label>
<caption>
<title>Patient.xls.</title>
<p>Anonymized patient data for use in MS Excel.</p>
<p>(XLS)</p>
</caption>
</supplementary-material>
<supplementary-material id="pone.0192774.s003" position="float" xlink:href="info:doi/10.1371/journal.pone.0192774.s003" xlink:type="simple">
<label>S3 File</label>
<caption>
<title>Carer.dta.</title>
<p>Anonymized caregiver data for use in STATA.</p>
<p>(DTA)</p>
</caption>
</supplementary-material>
<supplementary-material id="pone.0192774.s004" mimetype="application/vnd.ms-excel" position="float" xlink:href="info:doi/10.1371/journal.pone.0192774.s004" xlink:type="simple">
<label>S4 File</label>
<caption>
<title>Carer.xls.</title>
<p>Anonymized caregiver data for use in MS Excel.</p>
<p>(XLS)</p>
</caption>
</supplementary-material>
</sec>
</body>
<back>
<ack>
<p>This research was supported through funding from The Fred Hollows Foundation to Simon Feeny and Alberto Posso. The information and opinions contained in it do not necessarily reflect the views or policy of The Fred Hollows Foundation. The funding source did not participate in the analysis or interpretation of the data. The authors are thankful to Dr Vo Thi Chinh Nga and Dr Phi Duy Tien and other staff of the Ho-Chi-Minh City Ophthalmologic Hospital for support, advice and providing access to patients and carers, as well as to facilities to conduct interviews. We are also grateful to Beatrice Varga and Sarity Dodson, research managers at The Fred Hollows Foundation, Melbourne, Dr Phuc Huynh and Mr Anh Pham Quoc in The Fred Hollows Foundation’s Vietnam office and to the following research assistants at the Ho-Chi-Minh City University of Social Sciences and Humanities: Ngo Thi Thu Trang; Ho Kim Thi; Le Thi Hanh; Ha Thi Minh Phuc; and Chau Thi Thu Thuy. We are also thankful to: Trong Anh Trinh, RMIT University; Dr Bob Baulch, RMIT International, Vietnam and to the editor and two anonymous referees for helpful comments and advice.</p>
</ack>
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