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<journal-id journal-id-type="publisher-id">Front. Psychol.</journal-id>
<journal-title>Frontiers in Psychology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychol.</abbrev-journal-title>
<issn pub-type="epub">1664-1078</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyg.2025.1633401</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The validity of the Meaning in Life in Persons with Dementia Questionnaire (MIND)</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>S&#x00F8;rensen</surname> <given-names>Torgeir</given-names></name><xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref><xref ref-type="author-notes" rid="fn0013"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author"><name><surname>Bergh</surname> <given-names>Sverre</given-names></name><xref ref-type="author-notes" rid="fn0014"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author"><name><surname>Hestad</surname> <given-names>Knut Asbj&#x00F8;rn</given-names></name><xref ref-type="author-notes" rid="fn0015"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author"><name><surname>Feiring</surname> <given-names>Ingvild Hjorth</given-names></name><xref ref-type="author-notes" rid="fn0016"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author"><name><surname>Danbolt</surname> <given-names>Lars Johan</given-names></name><xref ref-type="author-notes" rid="fn0017"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author"><name><surname>Lichtwarck</surname> <given-names>Bj&#x00F8;rn</given-names></name><xref ref-type="author-notes" rid="fn0018"><sup>&#x2020;</sup></xref>
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<aff><institution>Innlandet Hospital Trust</institution>, <addr-line>Brumunddal</addr-line>, <country>Norway</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn00002">
<p>Edited by: Donna de Levante Raphael, Alzheimer&#x2019;s Foundation of America, United States</p>
</fn>
<fn fn-type="edited-by" id="fn0003">
<p>Reviewed by: Birgit Teichmann, Heidelberg University, Germany</p>
<p>Arjan Braam, University of Humanistic Studies, Netherlands</p>
<p>Iskim Luthfa, Sultan Agung Islamic University, Indonesia</p>
<p>Luiza Freire De Almeida Barros Dos Santos, Pernambucana College of Health, Brazil</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Torgeir S&#x00F8;rensen, <email>torgeir.sorensen@vid.no</email></corresp>
<fn fn-type="other" id="fn0013">
<p><sup>&#x2020;</sup>ORCID: Torgeir S&#x00F8;rensen, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-1154-8464">orcid.org/0000-0002-1154-8464</ext-link></p>
</fn>
<fn fn-type="other" id="fn0014">
<p>Sverre Bergh, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0001-9593-2967">orcid.org/0000-0001-9593-2967</ext-link></p>
</fn>
<fn fn-type="other" id="fn0015">
<p>Knut Asbjorn Hestad, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0001-6876-9076">orcid.org/0000-0001-6876-9076</ext-link></p>
</fn>
<fn fn-type="other" id="fn0016">
<p>Ingvild Hjort Feiring, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0009-0000-6493-7802">orcid.org/0009-0000-6493-7802</ext-link></p>
</fn>
<fn fn-type="other" id="fn0017">
<p>Lars Johan Danbolt, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0001-8839-2886">orcid.org/0000-0001-8839-2886</ext-link></p>
</fn>
<fn fn-type="other" id="fn0018">
<p>Bj&#x00F8;rn Lichtwarck, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-3763-8134">orcid.org/0000-0002-3763-8134</ext-link></p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>14</day>
<month>08</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1633401</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>05</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>07</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 S&#x00F8;rensen, Bergh, Hestad, Feiring, Danbolt and Lichtwarck.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>S&#x00F8;rensen, Bergh, Hestad, Feiring, Danbolt and Lichtwarck</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec id="sec1">
<title>Background</title>
<p>Meaning in life is considered an underestimated asset for people&#x2019;s well-being, particularly among individuals with dementia residing in nursing homes. However, knowledge on meaning in life in this target group is scarce, among other reasons because an instrument specifically developed and adapted to assess meaning in life in this population has been missing. Although existential experiences are known to affect well-being in older adults, few tools exist to assess meaning in life in individuals with dementia. This study aims to validate the newly developed Meaning in Life in Persons with Dementia Questionnaire (MIND) for use in nursing home residents.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>We included 116 participants with dementia from 34 nursing homes in Eastern Norway. Descriptive statistics, reliability tests, confirmative factor analysis, and multiple regression for evaluation of validity.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>Both meaningfulness (&#x03B1; 0.86) and crisis of meaning (&#x03B1; 0.92) had acceptable internal consistency. As expected, the two constructs were also highly significant and negatively correlated (&#x2212;0.59). Confirmatory factor analysis showed that all goodness of fit-values were clearly on the right side of the limits for a two-factor solution (CFI 0.999). When testing for construct validity, in multivariate linear regression analysis meaningfulness was significantly associated with higher QoL-AD scores (Standardized <italic>&#x03B2;</italic>&#x202F;=&#x202F;0.346), while crisis of meaning showed a negative but non-significant trend. Severity of depression symptoms assessed by the Cornell Scale for Depression in Dementia (CSDD) and quality of life measured by the Quality of Life in Late-Stage Dementia scale (QUALID) were not associated with meaningfulness or crisis of meaning. Lack of significant associations may be due to low statistical power and measurement differences dependent on self-report and proxy-report.</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>Despite sample limitations, our findings suggest that the MIND questionnaire is a psychometrically sound instrument for assessing meaning in life among nursing home residents with dementia. Its integration into clinical practice may support more individualized, person-centered care. Future research should explore its utility in diverse cultural and care settings, as well as its longitudinal sensitivity to change.</p>
</sec>
</abstract>
<kwd-group>
<kwd>dementia</kwd>
<kwd>nursing homes</kwd>
<kwd>meaning in life</kwd>
<kwd>quality of life</kwd>
<kwd>depression</kwd>
<kwd>validation</kwd>
<kwd>MIND questionnaire</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="6"/>
<equation-count count="0"/>
<ref-count count="51"/>
<page-count count="11"/>
<word-count count="8782"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Positive Psychology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<title>Introduction</title>
<sec id="sec6">
<title>Dementia &#x2013; quality of life and depression status</title>
<p>Dementia is a syndrome caused by different diseases of the brain, with chronic and irreversible cognitive impairment and reduction in the ability to perform activities in daily life (<xref ref-type="bibr" rid="ref50">WHO, 2024</xref>). In Norway, approximately 15% of people 70&#x202F;years old and above have dementia (<xref ref-type="bibr" rid="ref14">Gj&#x00F8;ra et al., 2021</xref>). Due to demographic changes in the population, with a higher proportion of older adults, the prevalence of people with dementia in Norway is expected to more than double by 2050 (<xref ref-type="bibr" rid="ref14">Gj&#x00F8;ra et al., 2021</xref>). In nursing homes, more than 80% of the residents have dementia, and most residents are over 80&#x202F;years old when admitted to a nursing home (<xref ref-type="bibr" rid="ref35">R&#x00F8;en et al., 2017</xref>).</p>
<p>Older people live longer, many have good health and a good quality of life (QoL), and they participate in social life in family and society (<xref ref-type="bibr" rid="ref27">Norwegian Government, 2017</xref>). On the other hand, older people may experience changes in their environment and loss of everyday routines and social interaction when health deteriorates. Such experiences are exacerbated by the development of dementia. This situation may be accentuated in nursing homes, as demonstrated by the finding that nursing home residents with dementia show significantly lower QoL than home-dwelling older adults with dementia (<xref ref-type="bibr" rid="ref32">Olsen et al., 2016</xref>). At the same time, the prevalence of clinically significant depressive symptoms in this patient group ranges from 10 to 52% across Europe (<xref ref-type="bibr" rid="ref13">Giebel et al., 2016</xref>). Further, the prospects for recovery from depression are limited (<xref ref-type="bibr" rid="ref5">Borza et al., 2019</xref>). These factors make nursing home residents with dementia particularly vulnerable compared to community-dwelling older adults.</p>
</sec>
<sec id="sec7">
<title>The concept of meaning in life and its relations to QoL and mental health</title>
<p>Given the psychological vulnerability of nursing home residents with dementia, understanding existential factors such as meaning in life becomes critical. Meaning in life is considered essential in individuals&#x2019; lives, and the search for meaning is considered as a fundamental element in life (<xref ref-type="bibr" rid="ref12">Frankl, 2004</xref>). According to <xref ref-type="bibr" rid="ref39">Schnell (2021)</xref>, meaning in life is multidimensional, consisting of the three components &#x201C;meaningfulness,&#x201D; &#x201C;crisis of meaning,&#x201D; and &#x201C;sources of meaning.&#x201D; Meaningfulness appears as the basic trust that life is worth living, based on an appraisal of life as &#x201C;coherent, significant, oriented, and belonging.&#x201D; Coherence is about making sense in life, significance emphasizes life&#x2019;s inherent values, orientation focuses on having goals and objectives in life, while belonging underlines affiliation with the local and global world (<xref ref-type="bibr" rid="ref23">Martela and Steger, 2016</xref>). Crisis of meaning is the experience of life as frustratingly empty, pointless, and lacking meaning and belonging (<xref ref-type="bibr" rid="ref39">Schnell, 2021</xref>). It is shown that meaningfulness and crisis of meaning are two different constructs that can occur simultaneously to a greater or lesser extent appear simultaneously (<xref ref-type="bibr" rid="ref38">Schnell, 2011</xref>). This two-dimensional solution stands in contrast to early meaning in life research with the assumption that meaningfulness and crisis of meaning represented two sides of the same continuum (<xref ref-type="bibr" rid="ref11">Crumbaugh and Maholick, 1964</xref>). Additionally, <xref ref-type="bibr" rid="ref39">Schnell (2021)</xref> organizes sources of meaning contributing to meaning-making into several dimensions (i.e., vertical and horizontal self-transcendence, self-actualization, order and tradition, and well-being and relatedness).</p>
<p>In the general population, meaningfulness has proved to be associated with better QoL, resilience, and self-efficacy, as well as lower mental distress, while the opposite is the case for crisis of meaning (<xref ref-type="bibr" rid="ref39">Schnell, 2021</xref>; <xref ref-type="bibr" rid="ref43">S&#x00F8;rensen et al., 2019</xref>). According to <xref ref-type="bibr" rid="ref20">Knitzek et al. (2021)</xref> meaning in life is an underestimated asset for people&#x2019;s well-being. The experience of meaning in life is particularly relevant in older people, where meaning-making processes may be viewed as ways of transcending and adapting after personal losses and when struggling with despair (<xref ref-type="bibr" rid="ref51">Wong, 1989</xref>). It has been found that older people score higher on meaningfulness compared to younger ones (<xref ref-type="bibr" rid="ref42">S&#x00F8;rensen et al., 2021</xref>). However, it is possible that the oldest old experience a lower degree of meaning in life, as shown by <xref ref-type="bibr" rid="ref1">Aftab et al. (2019)</xref>. Further, older people&#x2019;s meaningfulness is to a greater extent linked to communal and transcendent factors, compared to more individualistic and materialistic elements in younger age groups (<xref ref-type="bibr" rid="ref33">Reker and Wong, 2012</xref>). At the same time, people in their sixties are the least likely to experience crisis of meaning (<xref ref-type="bibr" rid="ref39">Schnell, 2021</xref>). However, those over 70&#x202F;years of age tend to experience more crisis of meaning, explained by a shift in status, not being useful to others, and lacking responsibilities in their lives (<xref ref-type="bibr" rid="ref47">Vogel, 2010</xref>).</p>
<p>Knowledge of meaning in life among nursing home residents with dementia is scarce. It has been argued that people with dementia need tranquility to be acknowledged as human beings, and that everyday meaningful activities are important to this group (<xref ref-type="bibr" rid="ref31">&#x00D8;dbehr et al., 2015</xref>). Health professionals working with people with dementia report dealing with different forms of meaning in the caring situation with this target group (<xref ref-type="bibr" rid="ref18">Isene et al., 2021a</xref>). It has been emphasized that awareness of meaningfulness and crisis of meaning among nursing home residents with dementia may be of high value when integrated into health professionals&#x2019; clinical practice, thus improving dementia care. <xref ref-type="bibr" rid="ref8">Dewitte et al. (2019)</xref> found in a cross-sectional study that the presence of meaning is related to well-being outcomes in nursing home residents with Alzheimer&#x2019;s Disease (AD) (<xref ref-type="bibr" rid="ref8">Dewitte et al., 2019</xref>). The same research group conducted a longitudinal study finding that nursing home residents with AD with a higher presence of meaning had less severe depressive symptoms 1 year later (<xref ref-type="bibr" rid="ref7">Dewitte et al., 2022</xref>). The same study also questions the prevailing view that the presence of cognitive abilities is necessary for the experience of meaning in life, since no such association was seen in the study (<xref ref-type="bibr" rid="ref7">Dewitte et al., 2022</xref>).</p>
</sec>
<sec id="sec8">
<title>Person-centered care and existential needs</title>
<p>To provide high-quality care and good life conditions for people with dementia in nursing homes, person-centered care has emerged as an approach in the care of older people (<xref ref-type="bibr" rid="ref46">Terkelsen et al., 2020</xref>). Person-centered care aims to focus on nursing home residents&#x2019; personhood, autonomy, QoL and well-being, including existential aspects as essential components (<xref ref-type="bibr" rid="ref18">Isene et al., 2021a</xref>). Meaning in life is essential in connection with such existential aspects in health, since &#x201C;the existential is expressed primarily through a quest of meaning and seeking meaning in life in general, as well as in demanding life situations&#x201D; (<xref ref-type="bibr" rid="ref28">Nygaard et al., 2022</xref>). By mapping the nursing home residents&#x2019; meaning in life, generated knowledge may have implications for health professionals&#x2019; performance of person-centered care and their choices when supporting residents&#x2019; existential resources. Such knowledge may also encourage health professionals to accommodate situations in everyday life settings facilitating meaning-making activities (<xref ref-type="bibr" rid="ref19">Isene et al., 2021b</xref>). Overall, this kind of mapping and health professionals&#x2019; actions based on it may have the potential to improve residents&#x2019; QoL and mental health status.</p>
</sec>
<sec id="sec9">
<title>The need for a suitable tool &#x2013; developing MIND</title>
<p>For quite some time, the biomedical approach dominated research in dementia. For this reason, research on meaning in life as a positive aspect of psychological functioning has been performed to a limited extent (<xref ref-type="bibr" rid="ref41">Shiells et al., 2020</xref>). Part of this picture may be the lack of an instrument developed for this purpose in this patient group. Despite growing attention to the role of meaning in life for psychological well-being, few tools have been developed or validated to assess these experiences in individuals with dementia, particularly in nursing home settings. To meet this deficiency, the Meaning in Life in Persons with Dementia Questionnaire (MIND) was developed.</p>
<p>The development of MIND was based on previous empirical work showing a two-dimensionality of meaning in life expressed by the two factors &#x201C;meaningfulness&#x201D; and &#x201C;crisis of meaning&#x201D; (<xref ref-type="bibr" rid="ref39">Schnell, 2021</xref>). As such, MIND shares the same foundation as the Meaning and Purpose Scale (MAPS) (<xref ref-type="bibr" rid="ref40">Schnell and Danbolt, 2023</xref>) and the Sources of Meaning and Meaning in Life Questionnaire (SoMe) (<xref ref-type="bibr" rid="ref37">Schnell, 2009</xref>, <xref ref-type="bibr" rid="ref38">2011</xref>; <xref ref-type="bibr" rid="ref43">S&#x00F8;rensen et al., 2019</xref>).</p>
<p>Three guiding principles were followed in the development process: (1) validity: MIND should assess meaningfulness and crisis of meaning in a specific target group of nursing home residents with dementia. (2) Feasibility: the items should be adapted to the patient group and suitable for conducting reliable interviews. (3) Acceptability: items should be non-normative and open, to ensure that they did not seem offensive or embarrassing to the target group.</p>
<p>First, to ensure content validity possible items were discussed in a group of researchers with high expertise in geriatric psychiatry in nursing homes and research on existential health and meaning in life. Item suggestions inspired by MAPS and SoMe were compared with items from other instruments used for similar populations, such as the Quality of Life in Late-Stage Dementia scale (QUALID) (<xref ref-type="bibr" rid="ref49">Weiner et al., 2000</xref>) and the Quality of Life in Alzheimer&#x2019;s Disease (QoL-AD) (<xref ref-type="bibr" rid="ref21">Logsdon et al., 1999</xref>). Furthermore, the items were discussed with research nurses trained in conducting similar studies and collecting data among nursing home residents with dementia. As part of this adaptation process, the items were tested in an interview with six people with dementia, followed by a revision of the items. As dementia progresses, the cognitive ability to understand and appreciate an abstract concept is often difficult. Thus, the new statement phrases, and scorings based on MAPS and SoMe, were difficult to understand for some of the people interviewed. They were unable to recognize that a statement presented in the first person by the interviewer was about themselves. Furthermore, a scoring using a combination of numbers on a scale from &#x2018;strongly disagree&#x2019; to &#x2018;strongly agree&#x2019; was too complicated. In line with these instruments and assessments for the same patient group, the number of items was reduced to as few as possible, statements were changed to questions, and the number of response options was reduced from six to four, to strengthen feasibility. After testing the new version with another 11 participants, the final version of MIND was established.</p>
<p>Additionally, the final six questions were used as an interview guide in a qualitative study of 10 nursing home residents with dementia (Nylund et al., 2025<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref>). The main finding was that the residents understood and were able to elaborate on how they perceived the questions and provided narratives about what they associated with meaningfulness and crisis of meaning.</p>
</sec>
<sec id="sec10">
<title>Purpose of the study</title>
<p>Based on findings from the general population, it could be expected that the experience of meaning in life in this group would be positively associated with QoL and negatively with mental distress. Such knowledge could be important for how person-centered care is performed by facilitating meaning-making activities in everyday life in nursing homes (<xref ref-type="bibr" rid="ref19">Isene et al., 2021b</xref>). However, there might be other factors interplaying with these associations, such as physical health, cognitive impairment, and demographic factors. On this basis, the aim of the present study was to evaluate the applicability of the newly developed MIND questionnaire among older people with dementia by examining its factor and construct validity, internal consistency, and clinical relevance in a nursing home setting.</p>
</sec>
</sec>
<sec sec-type="materials|methods" id="sec11">
<title>Materials and methods</title>
<sec id="sec12">
<title>Setting and participants</title>
<p>This cross-sectional study employed data from the SAM-AKS study (the Cooperation between the Department of Old Age Psychiatry, Innlandet Hospital Trust, and municipal nursing homes in the Innlandet County) (<xref ref-type="bibr" rid="ref48">Vossius et al., 2022</xref>; <xref ref-type="bibr" rid="ref16">Helvik et al., 2021</xref>). SAM-AKS is an ongoing study that started in 2014. Data were collected from the residents at admission to the nursing home and thereafter each year as long as they were admitted to the nursing home. A wide range of health-related parameters relevant to residents in nursing homes, including cognitive function, QoL, mental health, and physical health were collected.</p>
<p>Residents were eligible if they (1) were &#x2265;60&#x202F;years, (2) had a diagnosis of dementia (any subtype), and (3) had an expected survival of at least 4 weeks after admission. Based on all available information, no cognitive impairment, mild cognitive impairment (MCI), and dementia, as well as dementia subtypes were independently diagnosed by two investigators, both experienced old age psychiatrists and researchers. Disagreements were resolved through consensus discussion with a third senior therapist. Participants diagnosed with dementia were included in the study. The final purposive sample consisted of 116 participants included from 34 different nursing homes in Innlandet County, Norway.</p>
</sec>
<sec id="sec13">
<title>Data collection</title>
<p>Health professionals at nursing homes received a standardized two-day training session covering study protocols and ethical considerations before collecting data to the SAM-AKS study. As a sub-project in the SAM-AKS study, the MIND data were collected by trained clinical nurses between March 2022 and May 2023. These nurses had received training in the administration of the MIND instrument and ethical considerations. A guide for conducting the interviews was followed.</p>
<p>The present study employed the following measures:</p>
<sec id="sec14">
<title>Demographic variables</title>
<p>Gender and age.</p>
</sec>
<sec id="sec15">
<title>The meaning in life in persons with dementia questionnaire (MIND)</title>
<p>The MIND questionnaire assessed two dimensions of meaning in life, each with three items: &#x2018;Meaningfulness&#x2019; (1. &#x201C;Do you see a meaning in your life?,&#x201D; 2. &#x201C;Do you experience your life as meaningful?,&#x201D; 3. &#x201C;Do you think your life is worth living?&#x201D;) and &#x2018;crisis of meaning&#x2019; (4. &#x201C;Does your life seem empty?,&#x201D; 5. &#x201C;Do you lack meaning in your life?&#x201D;). The statements were scored on a four-point scale from &#x201C;not at all&#x201D; (0), &#x201C;a little&#x201D; (1), &#x201C;quite a lot&#x201D; (2), to &#x201C;a lot&#x201D; (3). Item 6 (&#x201C;Does it bother you that you cannot see any meaning in your life?&#x201D;) was only administered if participants indicated any level of crisis on item 5. If item 5 was rated &#x2018;not at all,&#x2019; item 6 was imputed as &#x2018;not at all&#x2019;. The original Norwegian version of MIND with an English translation is found in <xref ref-type="supplementary-material" rid="SM1">Supplementary File 1</xref>.</p>
<p>The MIND data was collected as structured interviews by trained nurses to make the questions more accessible for the respondents. Total mean scores were calculated for the two dimensions, ranging from zero to three, where a higher score meant more meaningfulness or more crisis of meaning (<xref ref-type="bibr" rid="ref37">Schnell, 2009</xref>).</p>
</sec>
<sec id="sec16">
<title>The quality of life in Alzheimer&#x2019;s disease (QoL-AD)</title>
<p>QoL-AD (<xref ref-type="bibr" rid="ref21">Logsdon et al., 1999</xref>) was used for participants able to self-report (<italic>N</italic>&#x202F;=&#x202F;52). QoL-AD was measured through 13 items covering different domains such as physical health, mood, living conditions, family, relationships with others, pleasure, self-assessment of own situation, and overall QoL. The items were scored from &#x201C;poor&#x201D; (1) to &#x201C;very good&#x201D; (4), and the total score of QoL-AD ranges from 13 to 52, with a higher score indicating better QoL. QoL-AD was self-reported through interviews with trained health professionals. QoL-AD has been shown to be appropriate in the Norwegian context (<xref ref-type="bibr" rid="ref45">Stranden&#x00E6;s et al., 2022</xref>). Cronbach&#x2019;s alpha for the items of QoL-AD in the present sample was 0.80.</p>
</sec>
<sec id="sec17">
<title>Quality of life in late-stage dementia (QUALID)</title>
<p>QUALID was used for those with severe cognitive impairment (<italic>N</italic>&#x202F;=&#x202F;71), as shown in corresponding samples (<xref ref-type="bibr" rid="ref6">Castro-Monteiro et al., 2016</xref>). The Norwegian version (<xref ref-type="bibr" rid="ref34">R&#x00F8;en et al., 2015</xref>) of QUALID (<xref ref-type="bibr" rid="ref49">Weiner et al., 2000</xref>) was obtained from health professionals&#x2019; observation of the participants&#x2019; behavior and emotions through 11 items indicating positive and negative dimensions of QoL. The items were rated on a five-point Likert scale with a total score ranging from 11 to 55. A low score indicates a higher level of QoL. Cronbach&#x2019;s alpha for the 11 items was 0.84 in the present sample.</p>
</sec>
<sec id="sec18">
<title>The Cornell scale for depression in dementia (CSDD)</title>
<p>Depressive symptoms were measured by the CSDD (<xref ref-type="bibr" rid="ref2">Alexopoulos et al., 1988</xref>) through its Norwegian version (<xref ref-type="bibr" rid="ref44">Stensvik et al., 2021</xref>). The CSDD contains 19 items where each item is rated as &#x201C;absent&#x201D; (0), &#x201C;mild&#x201D; (1), or &#x201C;severe&#x201D; (2). The total score ranged from 0 to 38. A score of 10 or more indicated a probable major depression<xref ref-type="fn" rid="fn0002"><sup>2</sup></xref>. The CSDD was rated by health professionals at the nursing homes based on their observations and assessment of the patients&#x2019; mental health status. Cronbach&#x2019;s alpha for the CSDD items in the present sample was 0.82.</p>
</sec>
<sec id="sec19">
<title>General medical health rating scale (GMHR)</title>
<p>The GMHR graded physical health as &#x201C;poor&#x201D; (1), &#x201C;fair&#x201D; (2), &#x201C;good&#x201D; (3) and &#x201C;very good&#x201D; (4) (<xref ref-type="bibr" rid="ref22">Lyketsos et al., 1999</xref>). The scores were dichotomized as &#x201C;poor/moderate&#x201D; and &#x201C;good/very good&#x201D; in the analysis. The GMHR was rated by health professionals at nursing homes, based on their knowledge of the participants.</p>
</sec>
<sec id="sec20">
<title>Mini-mental status examination (MMSE)</title>
<p>Cognitive impairment was measured by the Norwegian validated version of MMSE (<xref ref-type="bibr" rid="ref10">Engedal et al., 2023</xref>). Its normative scores have been presented. The average MMSE score in the sample was 17.59 (SD&#x202F;=&#x202F;5.44), with scores ranging from 2 to 30. Higher score indicated better cognitive function. The cut-off between normal cognitive functioning and possible cognitive impairment indicating possible dementia is usually set at 23/24.</p>
</sec>
<sec id="sec21">
<title>Clinical dementia rating (CDR)</title>
<p>Based on memory, orientation, judgment and problem solving, community affairs, home and hobbies, and personal care, the CDR (<xref ref-type="bibr" rid="ref25">Morris, 1997</xref>) is a global score grading the severity of cognitive impairment (<xref ref-type="bibr" rid="ref9">Eldholm et al., 2018</xref>). The CDR is a six-item instrument using an algorithm with emphasis on memory, giving the following scores: no dementia (0), questionable dementia (0.5), mild dementia (1), moderate dementia (2), and severe dementia (3).</p>
</sec>
</sec>
<sec id="sec22">
<title>Analysis</title>
<p>We used descriptive statistics to characterize the sample. Internal consistency was expressed by Cronbach&#x2019;s alpha. The two-factor structure was tested by confirmatory factor analysis (CFA). Bivariate relationships were displayed through Spearman correlations due to a skewed distributed variable. When examining the relationship between the MIND variables and relevant external variables like QoL and depression as measured by QoL-AD, QUALID, and CSDD to demonstrate possible construct validity, we chose to employ multivariate linear regression analysis controlled for possible confounders. Based on an expectation of high covariation between the independent variables CSDD, QUALID, and QoL-AD, we fitted three multiple linear regression models with meaningfulness and crisis of meaning as the dependent variables, respectively, with gender, age, GMHR, and MMSE as control variables. It was checked for deviancy from the normal distribution and multicollinearity. In this way it was possible to examine the independent variables exact predictions on meaningfulness and crisis of meaning.</p>
<p>Due to the exploratory nature of the study, the significance level was set at 0.05.</p>
<p>The analyses were performed on SPSS version 28 and Stata version 18.</p>
</sec>
<sec id="sec23">
<title>Ethics statement</title>
<p>The present research was approved by the Regional Committees for Medical and Health Research Ethics (2014/917). Informed consent was obtained either from the participants or their next of kin, depending on consent competence. The capacity to provide informed consent for participation in the study was assessed by the health professionals at the nursing homes based on their evaluation of the participants&#x2019; understanding, appreciation, reasoning, and ability to express a choice. The interview was interrupted upon signs of resistance or if participants expressed a desire to stop. The purpose of the interview was reiterated several times, and the participants could withdraw from the study at any point.</p>
</sec>
</sec>
<sec sec-type="results" id="sec24">
<title>Results</title>
<sec id="sec25">
<title>Descriptive statistics and internal consistency</title>
<p>The total mean scores for the two MIND subscales were 1.96 (SD 0.70) for meaningfulness and 0.46 (SD 0.75) for crisis of meaning, respectively (see <xref ref-type="table" rid="tab1">Table 1</xref>). The mean score for CSDD was 4.22, and 13.2% of the participants scored 10 or more on CSDD, indicating clinically significant depressive symptoms. The mean score for QUALID was 18.65 and for QoL-AD 37.44 (see <xref ref-type="table" rid="tab1">Table 1</xref>). The mean score for MMSE was 17.59, and 37.1% of the participants had mild dementia and 36.2% had moderate dementia based on the CDR measurements. Cronbach&#x2019;s alpha for the items of meaningfulness was 0.86 and for the items of crisis of meaning 0.92, respectively (see <xref ref-type="table" rid="tab1">Table 1</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Sample characteristics.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">Values</th>
<th align="center" valign="top">(SD)</th>
<th align="center" valign="top">Range</th>
<th align="center" valign="top">Cronbach&#x2019;s alpha</th>
<th align="center" valign="top">
<italic>N</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="6">Gender (%)</td>
</tr>
<tr>
<td align="left" valign="top">Women</td>
<td align="center" valign="top">64.7</td>
<td/>
<td/>
<td/>
<td align="center" valign="top">75</td>
</tr>
<tr>
<td align="left" valign="top">Age</td>
<td align="center" valign="top">85.57</td>
<td align="center" valign="top">(7.44)</td>
<td align="center" valign="top">66&#x2013;101</td>
<td/>
<td align="center" valign="top">116</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">GMHR (%)</td>
</tr>
<tr>
<td align="left" valign="top">Poor/moderate</td>
<td align="center" valign="top">45.1</td>
<td/>
<td/>
<td/>
<td align="center" valign="top">51</td>
</tr>
<tr>
<td align="left" valign="top">Good/very good</td>
<td align="center" valign="top">54.9</td>
<td/>
<td/>
<td/>
<td align="center" valign="top">62</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">CDR (%)</td>
</tr>
<tr>
<td align="left" valign="top">No dementia</td>
<td align="center" valign="top">1.7</td>
<td/>
<td/>
<td/>
<td align="center" valign="top">2</td>
</tr>
<tr>
<td align="left" valign="top">Questionable dementia</td>
<td align="center" valign="top">14.7</td>
<td/>
<td/>
<td/>
<td align="center" valign="top">17</td>
</tr>
<tr>
<td align="left" valign="top">Mild dementia</td>
<td align="center" valign="top">37.1</td>
<td/>
<td/>
<td/>
<td align="center" valign="top">43</td>
</tr>
<tr>
<td align="left" valign="top">Moderate dementia</td>
<td align="center" valign="top">36.2</td>
<td/>
<td/>
<td/>
<td align="center" valign="top">42</td>
</tr>
<tr>
<td align="left" valign="top">Severe dementia</td>
<td align="center" valign="top">9.5</td>
<td/>
<td/>
<td/>
<td align="center" valign="top">11</td>
</tr>
<tr>
<td align="left" valign="top">MMSE</td>
<td align="center" valign="top">17.59</td>
<td align="center" valign="top">(5.44)</td>
<td align="center" valign="top">2&#x2013;30</td>
<td align="center" valign="top">0.86</td>
<td align="center" valign="top">110</td>
</tr>
<tr>
<td align="left" valign="top">CSDD<sup>A</sup></td>
<td align="center" valign="top">4.22</td>
<td align="center" valign="top">(4.40)</td>
<td align="center" valign="top">0&#x2013;22</td>
<td align="center" valign="top">0.82</td>
<td align="center" valign="top">114</td>
</tr>
<tr>
<td align="left" valign="top">QUALID</td>
<td align="center" valign="top">18.65</td>
<td align="center" valign="top">(6.56)</td>
<td align="center" valign="top">11&#x2013;37</td>
<td align="center" valign="top">0.84</td>
<td align="center" valign="top">71</td>
</tr>
<tr>
<td align="left" valign="top">QoL-AD</td>
<td align="center" valign="top">37.44</td>
<td align="center" valign="top">(5.80)</td>
<td align="center" valign="top">21&#x2013;49</td>
<td align="center" valign="top">0.80</td>
<td align="center" valign="top">52</td>
</tr>
<tr>
<td align="left" valign="top">Meaningfulness</td>
<td align="center" valign="top">1.96</td>
<td align="center" valign="top">(0.70)</td>
<td align="center" valign="top">0&#x2013;3</td>
<td align="center" valign="top">0.86</td>
<td align="center" valign="top">104</td>
</tr>
<tr>
<td align="left" valign="top">Crisis of meaning</td>
<td align="center" valign="top">0.46</td>
<td align="center" valign="top">(0.75)</td>
<td align="center" valign="top">0&#x2013;3</td>
<td align="center" valign="top">0.92</td>
<td align="center" valign="top">95</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>GMHR, General Medical Health Rating scale; CDR, Clinical Dementia Rating; MMSE, Mini Mental Status Examination; CSDD, Cornell Scale for Depression in Dementia; QUALID, Quality of Life in Late-Stage Dementia scale; QoL-AD, Quality of Life in Alzheimer&#x2019;s Disease.</p>
<p><sup>A</sup>13.2% of the participants scored 10 or more on CSDD, indicating clinically significant depressive symptoms.</p>
</table-wrap-foot>
</table-wrap>
<p>Fifty-two participants in the sample completed the QoL-AD. Among these participants, the mean age was 84.7&#x202F;years (SD&#x202F;=&#x202F;5.6), with 61.5% being women, and mean MMSE score was 19.29 (SD&#x202F;=&#x202F;4.94) (see <xref ref-type="table" rid="tab2">Table 2</xref>). Seventy-one participants in the sample completed the QUALID. Among these participants, the mean age was 86.0&#x202F;years (SD&#x202F;=&#x202F;8.01), with 64.8% being women, and the mean MMSE score was 16.08 (SD&#x202F;=&#x202F;5.13) (see <xref ref-type="table" rid="tab2">Table 2</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Age, gender, and MMSE for those completing QoL-Ad and QUALID.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">QoL-AD sample, <italic>N&#x202F;=&#x202F;52</italic></th>
<th align="center" valign="top">QUALID sample, <italic>N&#x202F;=&#x202F;71</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Age, mean (SD)</td>
<td align="center" valign="top">84.70 (5.63)</td>
<td align="center" valign="top">86.00 (8.01)</td>
</tr>
<tr>
<td align="left" valign="top">Women, %</td>
<td align="center" valign="top">61.5</td>
<td align="center" valign="top">64.8</td>
</tr>
<tr>
<td align="left" valign="top">MMSE, mean (SD)</td>
<td align="center" valign="top">19.29 (4.94)</td>
<td align="center" valign="top">16.08 (5.13)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec26">
<title>Factorial validity (CFA)</title>
<p>When testing the two-factor solution, the CFA displayed that all included goodness of fit-values were clearly on the right side of the limits (see <xref ref-type="table" rid="tab3">Table 3</xref>). The <italic>p</italic> (<italic>x</italic><sup>2</sup>/df&#x202F;&#x003E;&#x202F;0.05) was 0.39 (<xref ref-type="bibr" rid="ref24">Moore et al., 2013</xref>). Both CFI&#x202F;=&#x202F;0.999 and Tucker&#x2013;Lewis Index&#x202F;=&#x202F;0.998 were higher than 0.95 (<xref ref-type="bibr" rid="ref17">Hu and Bentler, 1999</xref>). At the same time RMSEA was 0.026 and SRMR 0.03 respectively, both assessed as a good fit (&#x003C;0.05) (<xref ref-type="bibr" rid="ref36">Schermelleh-Engel et al., 2003</xref>).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Goodness of fit indices for two-factor solution of MIND.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top"><italic>p</italic> (<italic>x</italic><sup>2</sup>/df&#x202F;&#x003E;&#x202F;0.05)</th>
<th align="center" valign="top">CFI</th>
<th align="center" valign="top">Tucker&#x2013;Lewis Index</th>
<th align="center" valign="top">RMSEA</th>
<th align="center" valign="top">SRMR</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Two-factor solution</td>
<td align="center" valign="top">0.39</td>
<td align="center" valign="top">0.999</td>
<td align="center" valign="top">0.998</td>
<td align="center" valign="top">0.026</td>
<td align="center" valign="top">0.03</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The CFA factor loadings are presented in <xref ref-type="fig" rid="fig1">Figure 1</xref>.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>CFA factor loadings (unstandardized).</p>
</caption>
<graphic xlink:href="fpsyg-16-1633401-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Flowchart showing the relationship between &#x201C;Meaningfulness&#x201D; and &#x201C;Crisis of Meaning.&#x201D; Arrows from &#x201C;Mind 1, 2, 3&#x201D; point to &#x201C;Meaningfulness&#x201D; with weights: 1, 1.013, 0.826. Arrows from &#x201C;Crisis of Meaning&#x201D; point to "MIND 4, 5, 6" with weights: 1, 1.128, 1.034. A bidirectional arrow connects &#x201C;Meaningfulness&#x201D; and &#x201C;Crisis of Meaning&#x201D; with a weight of -0.294.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec27">
<title>Construct validity &#x2013; correlation analyses</title>
<p>There was a highly significant negative correlation between meaningfulness and crisis of meaning (&#x2212;0.59, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001) (see <xref ref-type="table" rid="tab4">Table 4</xref>). A significant positive correlation was found between meaningfulness and QoL-AD (0.32, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). Further, a highly significant correlation between CSDD (depressive symptoms) and QUALID (negatively scored) was revealed (&#x2212;0.74, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001) (see <xref ref-type="table" rid="tab4">Table 4</xref>).</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Correlations between the main independent and dependent variables.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">Meaningful-ness</th>
<th align="center" valign="top">Crisis of meaning</th>
<th align="center" valign="top">CSDD</th>
<th align="center" valign="top">QUALID</th>
<th align="center" valign="top">QoL-AD</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Meaningfulness</td>
<td align="center" valign="top">1</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Crisis of meaning</td>
<td align="center" valign="top">&#x2212;0.59&#x002A;&#x002A;</td>
<td align="center" valign="top">1</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">CSDD</td>
<td align="center" valign="top">0.10</td>
<td align="center" valign="top">&#x2212;0.03</td>
<td align="center" valign="top">1</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">QUALID<sup>1</sup></td>
<td align="center" valign="top">&#x2212;0.04</td>
<td align="center" valign="top">&#x2212;0.02</td>
<td align="center" valign="top">0.74&#x002A;&#x002A;</td>
<td align="center" valign="top">1</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">QoL-AD<sup>2</sup></td>
<td align="center" valign="top">0.32&#x002A;</td>
<td align="center" valign="top">&#x2212;0.23</td>
<td align="center" valign="top">&#x2212;0.15</td>
<td align="center" valign="top">&#x2212;0.20</td>
<td align="center" valign="top">1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;Correlation significant at the 0.05-level, &#x002A;&#x002A;Correlation significant at the 0.01-level. QUALID is negatively scored. Spearman correlation is employed due to skewed distribution. CSDD, Cornell Scale for Depression in Dementia; QUALID, Quality of Life in Late-Stage Dementia scale; QoL-AD, Quality of Life in Alzheimer&#x2019;s Disease. <sup>1</sup><italic>N</italic>&#x202F;=&#x202F;71. <sup>2</sup><italic>N</italic>&#x202F;=&#x202F;52.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec28">
<title>Construct validity &#x2013; regression analyses</title>
<p>In the multivariate linear regression analysis, all models were adjusted for age, sex, MMSE score, and physical health (GMHR). In the regression model predicting meaningfulness, QoL-AD remained a significant positive predictor (standardized <italic>&#x03B2;</italic> 0.346, <italic>p</italic>&#x202F;=&#x202F;0.023) (see <xref ref-type="table" rid="tab5">Table 5</xref>). CSDD and QUALID were not associated with meaningfulness. A positive and significant relationship between physical health (GMHR) and meaningfulness in the model investigating QUALID and meaningfulness was also observed (standardized <italic>&#x03B2;</italic> 0.343, <italic>p</italic>&#x202F;=&#x202F;0.029) (see <xref ref-type="table" rid="tab5">Table 5</xref>).</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Multivariate linear regression of the association between CSDD, QUALID, QoL-AD, and meaningfulness (dependent variable), controlled for gender, age, GMHR, and MMSE.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">Unstandardized <italic>&#x03B2;</italic></th>
<th align="center" valign="top">Confidence interval</th>
<th align="center" valign="top">Standardized <italic>&#x03B2;</italic></th>
<th align="center" valign="top"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Gender</td>
<td align="center" valign="top">&#x2212;0.097</td>
<td align="center" valign="top">&#x2212;0.595&#x2013;0.217</td>
<td align="center" valign="top">&#x2212;0.065</td>
<td align="center" valign="top">0.542</td>
</tr>
<tr>
<td align="left" valign="top">Age</td>
<td align="center" valign="top">&#x2212;0.001</td>
<td align="center" valign="top">&#x2212;0.022&#x2013;0.020</td>
<td align="center" valign="top">&#x2212;0.008</td>
<td align="center" valign="top">0.939</td>
</tr>
<tr>
<td align="left" valign="top">GMHR</td>
<td align="center" valign="top">0.166</td>
<td align="center" valign="top">&#x2212;0.141&#x2013;0.473</td>
<td align="center" valign="top">0.117</td>
<td align="center" valign="top">0.286</td>
</tr>
<tr>
<td align="left" valign="top">MMSE</td>
<td align="center" valign="top">0.011</td>
<td align="center" valign="top">&#x2212;0.018&#x2013;0.041</td>
<td align="center" valign="top">0.082</td>
<td align="center" valign="top">0.447</td>
</tr>
<tr>
<td align="left" valign="top">CSDD</td>
<td align="center" valign="top">0.010</td>
<td align="center" valign="top">&#x2212;0.024&#x2013;0.045</td>
<td align="center" valign="top">0.064</td>
<td align="center" valign="top">0.548</td>
</tr>
<tr>
<td align="left" valign="top">Gender</td>
<td align="center" valign="top">&#x2212;0.068</td>
<td align="center" valign="top">&#x2212;0.412&#x2013;0.276</td>
<td align="center" valign="top">&#x2212;0.055</td>
<td align="center" valign="top">0.693</td>
</tr>
<tr>
<td align="left" valign="top">Age</td>
<td align="center" valign="top">0.006</td>
<td align="center" valign="top">&#x2212;0.016&#x2013;0.029</td>
<td align="center" valign="top">0.087</td>
<td align="center" valign="top">0.568</td>
</tr>
<tr>
<td align="left" valign="top">GMHR</td>
<td align="center" valign="top">0.407</td>
<td align="center" valign="top">0.044&#x2013;0.771</td>
<td align="center" valign="top">0.343</td>
<td align="center" valign="top"><bold>0.029</bold></td>
</tr>
<tr>
<td align="left" valign="top">MMSE</td>
<td align="center" valign="top">&#x2212;0.005</td>
<td align="center" valign="top">&#x2212;0.043&#x2013;0.034</td>
<td align="center" valign="top">&#x2212;0.033</td>
<td align="center" valign="top">0.815</td>
</tr>
<tr>
<td align="left" valign="top">QUALID<sup>1</sup></td>
<td align="center" valign="top">0.004</td>
<td align="center" valign="top">&#x2212;0.025&#x2013;0.033</td>
<td align="center" valign="top">0.044</td>
<td align="center" valign="top">0.771</td>
</tr>
<tr>
<td align="left" valign="top">Gender</td>
<td align="center" valign="top">0.091</td>
<td align="center" valign="top">&#x2212;0.401&#x2013;0.548</td>
<td align="center" valign="top">0.055</td>
<td align="center" valign="top">0.710</td>
</tr>
<tr>
<td align="left" valign="top">Age</td>
<td align="center" valign="top">&#x2212;0.016</td>
<td align="center" valign="top">&#x2212;0.059&#x2013;0.028</td>
<td align="center" valign="top">&#x2212;0.109</td>
<td align="center" valign="top">0.469</td>
</tr>
<tr>
<td align="left" valign="top">GMHR</td>
<td align="center" valign="top">&#x2212;0.025</td>
<td align="center" valign="top">&#x2212;0.531&#x2013;0.481</td>
<td align="center" valign="top">&#x2212;0.015</td>
<td align="center" valign="top">0.921</td>
</tr>
<tr>
<td align="left" valign="top">MMSE</td>
<td align="center" valign="top">0.021</td>
<td align="center" valign="top">&#x2212;0.029&#x2013;0.070</td>
<td align="center" valign="top">0.122</td>
<td align="center" valign="top">0.407</td>
</tr>
<tr>
<td align="left" valign="top">QoL-AD<sup>2, 3</sup></td>
<td align="center" valign="top">0.048</td>
<td align="center" valign="top">0.007&#x2013;0.088</td>
<td align="center" valign="top">0.346</td>
<td align="center" valign="top"><bold>0.023</bold></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Numbers in bold indicate significance level less than 0.05. GMHR, General Medical Health Rating scale; MMSE, Mini Mental Status Examination; CSDD, Cornell Scale for Depression in Dementia; QUALID, Quality of Life in Late-Stage Dementia scale; QoL-AD, Quality of Life in Alzheimer&#x2019;s Disease. <sup>1</sup><italic>N</italic>&#x202F;=&#x202F;71. <sup>2</sup><italic>N</italic>&#x202F;=&#x202F;52. <sup>3</sup>Adjusted <italic>R</italic><sup>2</sup> for the model including QoL-AD was 0.021.</p>
</table-wrap-foot>
</table-wrap>
<p>In the other regression analysis, none of the included variables were significantly associated with crisis of meaning (see <xref ref-type="table" rid="tab6">Table 6</xref>). However, the standardized &#x03B2; (&#x2212;0.262) for the association between QoL-AD and crisis of meaning was at the same level as for the association between QoL-AD and meaningfulness (<xref ref-type="table" rid="tab5">Table 5</xref>).</p>
<table-wrap position="float" id="tab6">
<label>Table 6</label>
<caption>
<p>Multivariate linear regression of the association between CSDD, QUALID, QoL-AD, and crisis of meaning (dependent variable) controlled for gender, age, GMHR, and MMSE.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">Unstandardized <italic>&#x03B2;</italic></th>
<th align="center" valign="top">Confidence interval</th>
<th align="center" valign="top">Standardized <italic>&#x03B2;</italic></th>
<th align="center" valign="top"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Gender</td>
<td align="center" valign="top">&#x2212;0.050</td>
<td align="center" valign="top">&#x2212;0.389&#x2013;0.288</td>
<td align="center" valign="top">&#x2212;0.032</td>
<td align="center" valign="top">0.768</td>
</tr>
<tr>
<td align="left" valign="top">Age</td>
<td align="center" valign="top">&#x2212;0.009</td>
<td align="center" valign="top">&#x2212;0.033&#x2013;0.015</td>
<td align="center" valign="top">&#x2212;0.083</td>
<td align="center" valign="top">0.464</td>
</tr>
<tr>
<td align="left" valign="top">GMHR</td>
<td align="center" valign="top">&#x2212;0.234</td>
<td align="center" valign="top">&#x2212;0.574&#x2013;0.105</td>
<td align="center" valign="top">&#x2212;0.150</td>
<td align="center" valign="top">0.174</td>
</tr>
<tr>
<td align="left" valign="top">MMSE</td>
<td align="center" valign="top">0.007</td>
<td align="center" valign="top">&#x2212;0.026&#x2013;0.040</td>
<td align="center" valign="top">0.045</td>
<td align="center" valign="top">0.677</td>
</tr>
<tr>
<td align="left" valign="top">CSDD</td>
<td align="center" valign="top">&#x2212;0.002</td>
<td align="center" valign="top">&#x2212;0.039&#x2013;0.034</td>
<td align="center" valign="top">&#x2212;0.013</td>
<td align="center" valign="top">0.905</td>
</tr>
<tr>
<td align="left" valign="top">Gender</td>
<td align="center" valign="top">0.170</td>
<td align="center" valign="top">&#x2212;0.188&#x2013;0.528</td>
<td align="center" valign="top">0.132</td>
<td align="center" valign="top">0.344</td>
</tr>
<tr>
<td align="left" valign="top">Age</td>
<td align="center" valign="top">&#x2212;0.010</td>
<td align="center" valign="top">&#x2212;0.034&#x2013;0.014</td>
<td align="center" valign="top">&#x2212;0.123</td>
<td align="center" valign="top">0.409</td>
</tr>
<tr>
<td align="left" valign="top">GMHR</td>
<td align="center" valign="top">&#x2212;0.283</td>
<td align="center" valign="top">&#x2212;0.666&#x2013;0.100</td>
<td align="center" valign="top">&#x2212;0.224</td>
<td align="center" valign="top">0.144</td>
</tr>
<tr>
<td align="left" valign="top">MMSE</td>
<td align="center" valign="top">0.007</td>
<td align="center" valign="top">&#x2212;0.032&#x2013;0.045</td>
<td align="center" valign="top">0.049</td>
<td align="center" valign="top">0.730</td>
</tr>
<tr>
<td align="left" valign="top">QUALID<sup>1</sup></td>
<td align="center" valign="top">&#x2212;0.008</td>
<td align="center" valign="top">&#x2212;0.037&#x2013;0.022</td>
<td align="center" valign="top">&#x2212;0.077</td>
<td align="center" valign="top">0.600</td>
</tr>
<tr>
<td align="left" valign="top">Gender</td>
<td align="center" valign="top">&#x2212;0.459</td>
<td align="center" valign="top">&#x2212;1.040 &#x2013; 0.122</td>
<td align="center" valign="top">&#x2212;0.246</td>
<td align="center" valign="top">0.119</td>
</tr>
<tr>
<td align="left" valign="top">Age</td>
<td align="center" valign="top">&#x2212;0.016</td>
<td align="center" valign="top">&#x2212;0.071&#x2013;0.039</td>
<td align="center" valign="top">&#x2212;0.090</td>
<td align="center" valign="top">0.565</td>
</tr>
<tr>
<td align="left" valign="top">GMHR</td>
<td align="center" valign="top">&#x2212;0.228</td>
<td align="center" valign="top">&#x2212;0.813&#x2013;0.356</td>
<td align="center" valign="top">&#x2212;0.124</td>
<td align="center" valign="top">0.434</td>
</tr>
<tr>
<td align="left" valign="top">MMSE</td>
<td align="center" valign="top">&#x2212;0.007</td>
<td align="center" valign="top">&#x2212;0.064&#x2013;0.051</td>
<td align="center" valign="top">&#x2212;0.036</td>
<td align="center" valign="top">0.814</td>
</tr>
<tr>
<td align="left" valign="top">QoL-AD<sup>2, 3</sup></td>
<td align="center" valign="top">&#x2212;0.040</td>
<td align="center" valign="top">&#x2212;0.088&#x2013;0.007</td>
<td align="center" valign="top">&#x2212;0.262</td>
<td align="center" valign="top">0.094</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>GMHR, General Medical Health Rating scale; MMSE, Mini Mental Status Examination; CSDD, Cornell Scale for Depression in Dementia; QUALID, Quality of Life in Late-Stage Dementia scale; QoL-AD, Quality of Life in Alzheimer&#x2019;s Disease. <sup>1</sup><italic>N</italic>&#x202F;=&#x202F;71. <sup>2</sup><italic>N</italic>&#x202F;=&#x202F;52. <sup>3</sup>Adjusted <italic>R</italic><sup>2</sup> for the model including QoL-AD was 0.028.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="sec29">
<title>Discussion</title>
<sec id="sec30">
<title>Key findings</title>
<p>In the present study we investigated whether MIND with its sub-scales &#x201C;meaningfulness&#x201D; and &#x201C;crisis of meaning&#x201D; was applicable for use in people with dementia in nursing homes. Both meaningfulness and crisis of meaning had good internal consistency. The negative correlation between meaningfulness and crisis of meaning supports the theoretical distinction between these constructs. Model fit indices indicated excellent fit, supporting the proposed two-factor structure. When construct validity for these dimensions was examined in bivariate correlation and multivariate regression analyses, QoL assessed with the QoL-AD was positively and significantly associated with meaningfulness. A non-significant negative association was found between QoL-AD and crisis of meaning, but with the standardized &#x03B2; at the same level as for the association between QoL-AD and meaningfulness. QoL assessed with QUALID and symptoms of depression assessed with CSDD were not associated with either &#x201C;meaningfulness&#x201D; or &#x201C;crisis of meaning.&#x201D;</p>
</sec>
<sec id="sec31">
<title>Interpretation</title>
<p>Internal consistencies for both &#x201C;meaningfulness&#x201D; and &#x201C;crisis of meaning&#x201D; were within acceptable limits. These findings correspond with previous studies employing similar analysis on SoMe and MAPS for the general population, which was also the case for the CFA (see <xref ref-type="table" rid="tab3">Table 3</xref>) (<xref ref-type="bibr" rid="ref40">Schnell and Danbolt, 2023</xref>; <xref ref-type="bibr" rid="ref43">S&#x00F8;rensen et al., 2019</xref>). These findings confirmed the assumption that the six variables measured the different constructs, i.e., &#x201C;meaningfulness&#x201D; and &#x201C;crisis of meaning,&#x201D; with three items each. This was also supported by the strong negative correlation between the constructs (see <xref ref-type="table" rid="tab4">Table 4</xref>). A qualitative study investigating meaning in life in nursing home residents with dementia found that the participants were able to indicate what was &#x201C;meaningfulness&#x201D; and what was &#x201C;crisis of meaning&#x201D; in their lives (Nylund et al., 2025<sup>1</sup>). All together, these findings strengthen the impression that the MIND dimensions measure meaningfulness and crisis of meaning among residents with dementia living in nursing homes.</p>
<p>Regarding construct validation of the MIND variables, we would expect meaningfulness to be positively associated with QoL measures and negatively associated with symptoms of depression, and vice versa for crisis of meaning, based on knowledge of the general Norwegian population (<xref ref-type="bibr" rid="ref43">S&#x00F8;rensen et al., 2019</xref>). Except for the positive association between QoL-AD and &#x201C;meaningfulness,&#x201D; we did not find such associations. There may be several reasons why this did not happen for the other variables in question.</p>
<p>When investigating only those who responded to QoL-AD in a separate sample and only those who responded to QUALID in another, it was seen that those in the QoL-sample had less cognitive impairment (MMSE 19.29, higher score&#x202F;=&#x202F;less impairment) compared to those responding on QUALID (MMSE 16.08). The lack of association between meaningfulness and QUALID, and a present positive association between meaningfulness and QoL-AD, may indicate that MIND functions better among those with less cognitive impairment.</p>
<p>Our sample had mild depressive symptoms (mean CSDD score 4.22), with only 13.2% of the participants scoring 10 or more on CSDD, indicating clinically significant depressive symptoms. This rate is lower than previously reported European estimates (10&#x2013;52%) (<xref ref-type="bibr" rid="ref13">Giebel et al., 2016</xref>). The mild depressive symptoms in the sample could explain the lack of a significant association between CSDD and both meaningfulness and crisis of meaning. On the other hand, the level of QoL-AD did correspond with other studies (<xref ref-type="bibr" rid="ref4">Beerens et al., 2014</xref>; <xref ref-type="bibr" rid="ref45">Stranden&#x00E6;s et al., 2022</xref>), and an expected positive association with meaningfulness was found. The relationship between QoL-AD and crisis of meaning was not found to be significant. However, the standardized &#x03B2; coefficient was at the same level as for the relationship between QoL-AD and meaningfulness with a corresponding level of adjusted <italic>R</italic> square (see <xref ref-type="table" rid="tab5">Tables 5</xref>, <xref ref-type="table" rid="tab6">6</xref>). This may indicate a lack of statistical power in the analyses.</p>
<p>It was also possible to identify a pattern as to which variables were significantly related to meaningfulness and crisis of meaning and which were not. Symptoms of depression measured by CSDD and QoL measured by QUALID were both scored by interviewing the health professionals in the nursing homes, while the MIND variables and QoL-AD were scored by interviewing the residents through structured interviews. It is known from studies exploring differences in self-report and proxy-report on QoL measures that participants with dementia rate their QoL higher than relatives and health professionals do; this applies to those living at home (<xref ref-type="bibr" rid="ref52">Ydsteb&#x00F8; et al., 2018</xref>) as well as those living in nursing homes (<xref ref-type="bibr" rid="ref15">Griffiths et al., 2020</xref>). Previous research has also found that such differences were not influenced by age or cognitive impairment (<xref ref-type="bibr" rid="ref26">Moyle et al., 2012</xref>). In our study it seems that residents with dementia have a more positive view of their life situation in terms of QoL (self-reported QoL-AD) than the view of the health professionals (QUALID). Yet it should be mentioned that in the present sample the participants were assessed by either QoL-AD or QUALID. However, since the MIND variables are also self-reported, this may explain the positive significant association between meaningfulness and QoL-AD. Additionally, QoL-AD and QUALID measure quite different aspects of QoL, since QoL-AD to a large extent emphasis self-report on mood, living conditions, family, relationships with others, pleasure, self-assessment of own situation, while QUALID has a stronger component of health personnel&#x2019;s observation of behavior and bodily expressions (<xref ref-type="bibr" rid="ref21">Logsdon et al., 1999</xref>; <xref ref-type="bibr" rid="ref49">Weiner et al., 2000</xref>).</p>
<p>The two proxy-reported instruments (CSDD and QUALID) were strongly correlated in the present sample, further underlining the difference between self-reported and proxy-reported measurement tools. The strong correlation could also indicate that both CSDD and QUALID quite widely score the health personnel&#x2019;s impression of the patients&#x2019; bodily expressions and that these instruments thus may have overlapping measures (<xref ref-type="bibr" rid="ref34">R&#x00F8;en et al., 2015</xref>). In future studies using MIND, it may be important to use self-report measures to explore the relationship between meaning in life and mental health and QoL assessments.</p>
<p>In addition to the use of MIND for the purpose of research, we believe that the use of MIND in clinical settings with people with dementia could be important for enhancing person-centered care. Existential and psychosocial issues are often perceived as rather abstract and difficult themes to approach for the nursing home staff (<xref ref-type="bibr" rid="ref30">&#x00D8;dbehr et al., 2014</xref>, <xref ref-type="bibr" rid="ref31">2015</xref>). MIND could serve as a practical tool for the staff to start a conversation with their patients about existential values and questions. The use of MIND could also serve as an instrument to elicit sources of meaning for the patients (<xref ref-type="bibr" rid="ref39">Schnell, 2021</xref>) and thus be the base for person-centered actions to enhance meaningfulness. Since we in the current study have included patients with both mild, moderate and severe dementia, and in a former study experienced that the use of MIND was feasible also for patients with severe dementia (Nylund et al., 2025<sup>1</sup>), we believe that the instrument is also clinically valid for this population. Evaluating the meaning of life for individuals with dementia is not solely a scientific issue; it also raises ethical considerations. Even in the face of cognitive decline, the desire to feel valued and to seek meaning remains. Acknowledging and nurturing this need is essential to providing dignified and compassionate care for those with dementia.</p>
</sec>
<sec id="sec32">
<title>Strengths and limitations</title>
<p>A strength of the present study was the uniqueness of the sample and its possibilities for research on meaning in life among people with dementia in nursing homes. All included goodness of fit-values generated through CFA were clearly on the right side of the limits for a two-factor solution for MIND. Additionally, the study allowed for the inclusion of relevant control variables in multivariate analyses, however limited in number due to the small sample size.</p>
<p>Collecting data among people with dementia is considered resource intensive. Thus, the final sample was smaller than the desired size. The sample size may have constrained the statistical power of the analyses. Also, bivariate and multivariate analyses may have been affected by the different ways of scoring the instruments used, with proxy-based scoring in the CSDD and QUALID, and self-reported scoring in MIND and QoL-AD. Discrepancies may have occurred between patients and personnel regarding the participants&#x2019; experience of depression and QoL. Crisis of meaning&#x2019;s less consistent results compared to meaningfulness, may be part of this issue. On the other hand, there may be additional factors contributing to the other results related to the crisis of meaning, which could be explored in future research.</p>
<p>Communication may be a challenge when interacting with people who have dementia. There will always be a question if the participants understand the questions asked in the questionnaire. On the other hand, a qualitative study related to the present project showed that participants perceived the content of the items even if the dementia was quite severe (Nylund et al., 2025<sup>1</sup>). Thus, the present study employs both qualitative and quantitative approaches, thereby enhancing the acquisition of knowledge and reinforcing the conclusions regarding the applicability of MIND.</p>
<p>It could also be questioned if social desirability bias was present in the sample. However, to minimize the risk of such bias, data were collected by trained health professionals under supervision of experienced research nurses, or by these research nurses themselves.</p>
<p>The issue arises as to whether MIND is culturally specific to the Norwegian context or if it would be applicable in other contexts as well. Regarding the cross-cultural functionality of other scales measuring meaning in life in population-based samples in several countries, like for instance SoMe (<xref ref-type="bibr" rid="ref39">Schnell, 2021</xref>), there are good reasons to believe that MIND could appear as a valid instrument and be employed outside Norway.</p>
<p>In the present study, meaningfulness and crisis of meaning measured by MIND was investigated in relation to QoL measures and depression. On the other hand, one could argue that meaning in life is connected to factors beyond QoL and mental health (<xref ref-type="bibr" rid="ref3">Baumeister, 1991</xref>). Though the present study did not have other measures available, further research employing MIND among people with dementia could investigate its relation to other properties like for instance spirituality, social relations, and connectedness with nature and culture, factors designated as sources of meaning (<xref ref-type="bibr" rid="ref43">S&#x00F8;rensen et al., 2019</xref>).</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec33">
<title>Conclusion</title>
<p>The aim of the present study was to evaluate the applicability of the newly developed MIND questionnaire among older people with dementia by examining its factor and construct validity, internal consistency, and clinical relevance in a nursing home setting. Both meaningfulness (<italic>&#x03B1;</italic> 0.86) and crisis of meaning (&#x03B1; 0.92) had good internal consistency. CFA showed that all goodness of fit-values were clearly on the right side of the limits for a two-factor solution for the six items of MIND, coinciding with the presupposed dimensions of meaningfulness and crisis of meaning. When construct validity for these dimensions was examined in bivariate correlations and multivariate regression analyses, QoL assessed with the QoL-AD was positively and significantly associated with meaningfulness, indicating MIND&#x2019;s applicability among those with less cognitive impairment. A non-significant negative association was found between QoL-AD and crisis of meaning, but with the standardized &#x03B2; and adjusted <italic>R</italic><sup>2</sup> at the same level as for the association between QoL-AD and meaningfulness. QoL assessed with QUALID and symptoms of depression assessed with CSDD were not associated with either meaningfulness or crisis of meaning. On this basis, our study indicates that the MIND instrument is applicable for investigations on meaningfulness and crisis of meaning among older people with dementia, meeting the current need for an instrument measuring meaning in life in this target group. MIND&#x2019;s clinical relevance in nursing home settings is discussed, emphasizing MIND as a relevant tool in assessing existential well-being in nursing home residents with dementia. In the frame of person-centered care, a vulnerable patient group and their need to find meaning despite impairment may be safeguarded.</p>
<p>In further research, MIND may be tested and evaluated in other cultural contexts. Longitudinal studies might investigate the MIND variables&#x2019; impact on QoL, mental health and other relevant factors as well as investigating other factors impact on MIND. MIND could also be integrated into care models and tested in intervention studies.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec34">
<title>Data availability statement</title>
<p>The dataset generated and analyzed during the current study is not publicly available due to privacy restrictions. Requests to access the datasets should be directed to <email>torgeir.sorensen@vid.no</email>.</p>
</sec>
<sec sec-type="ethics-statement" id="sec35">
<title>Ethics statement</title>
<p>The studies involving humans were approved by the Regional Committees for Medical and Health Research Ethics, South-East Norway. The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation in this study was provided by the participants&#x2019; legal guardians/next of kin if the participants themselves did not have the capacity to consent.</p>
</sec>
<sec sec-type="author-contributions" id="sec36">
<title>Author contributions</title>
<p>TS: Conceptualization, Formal analysis, Funding acquisition, Methodology, Project administration, Resources, Validation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. SB: Conceptualization, Investigation, Methodology, Validation, Writing &#x2013; review &#x0026; editing. KH: Conceptualization, Investigation, Methodology, Validation, Writing &#x2013; review &#x0026; editing. IF: Conceptualization, Data curation, Investigation, Methodology, Project administration, Resources, Writing &#x2013; review &#x0026; editing. LD: Conceptualization, Investigation, Methodology, Validation, Writing &#x2013; review &#x0026; editing. BL: Conceptualization, Investigation, Methodology, Resources, Validation, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec37">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. The present research was funded by Innlandet Hospital Trust, grant #150693.</p>
</sec>
<ack>
<p>We thank Professor Dag Hofoss for statistical support on the analyses.</p>
</ack>
<sec sec-type="COI-statement" id="sec38">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="ai-statement" id="sec39">
<title>Generative AI statement</title>
<p>The authors declare that no Gen AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="sec40">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="supplementary-material" id="sec41">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fpsyg.2025.1633401/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fpsyg.2025.1633401/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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<fn id="fn0001"><p><sup>1</sup> Nylund S. M., Danbolt L., Feiring I. H., Bergh S., Lichtwarck B., Kirkevold &#x00D8;., et al. (2025). Meaning in life for residents with dementia living in long-term nursing homes: an exploratory qualitative interview-based study. Arch. Psychol. Relig. [accepted]</p></fn>
<fn id="fn0002"><p><sup>2</sup><ext-link xlink:href="https://dementiaresearch.org.au/wp-content/uploads/2016/06/CSDD.pdf" ext-link-type="uri">https://dementiaresearch.org.au/wp-content/uploads/2016/06/CSDD.pdf</ext-link></p></fn>
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