Steeping in how "shut up and color" mindset manifests: Semantic analysis of open-ended responses for barriers to support seeking among veterans.

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Title: Steeping in how "shut up and color" mindset manifests: Semantic analysis of open-ended responses for barriers to support seeking among veterans.
Authors: Sakamoto, Megumi (AUTHOR), Chaudhuri, Nandita (AUTHOR)
Source: Military Psychology. 2026, Vol. 38 Issue 3, p300-307. 8p.
Subjects: Military culture, Help-seeking behavior, Qualitative research, Mental illness, Needs assessment, Health services accessibility, Veterans, Suspicion
Abstract: Despite the long use of surveys in veterans' needs assessments, a disconnect persists between the veterans' needs and the available services. This study employs a hermeneutical framework to semantically analyze open-ended responses and investigate how veterans' perceptions of service barriers are formed. We analyzed 3,325 open-ended responses specifying their perceived barriers in Texas Veterans Needs Survey data from 2023 (n = 16,733). Our analysis revealed that the hurdles stem from the combination of (1) obedience to authority, (2) covert mental health challenges, (3) hopelessness, and (4) self-defeating prophecy created by complex systems and lack of trust. For instance, many reported being told they were not eligible for services or only hinted at their psychological struggles as a hurdle rather than explicitly citing a history of denial or mental health conditions. Fear of unwanted consequences, procrastination due to the self-sufficient mindset, and comparisons to other veterans were observed in relation to the "military mind-set." Minorities and those who withheld their demographic information were more presented in the analytical sample than in the overall survey. Contextualization of qualitative data revealed how the military mindset is intertwined with the veterans' service-seeking behavior. The findings may improve the interpretability and validity of future veteran needs assessments. [ABSTRACT FROM AUTHOR]
Copyright of Military Psychology is the property of Taylor & Francis Ltd and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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  Data: Steeping in how "shut up and color" mindset manifests: Semantic analysis of open-ended responses for barriers to support seeking among veterans.
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  Data: <searchLink fieldCode="AR" term="%22Sakamoto%2C+Megumi%22">Sakamoto, Megumi</searchLink> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Chaudhuri%2C+Nandita%22">Chaudhuri, Nandita</searchLink> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22Military+Psychology%22">Military Psychology</searchLink>. 2026, Vol. 38 Issue 3, p300-307. 8p.
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  Data: <searchLink fieldCode="DE" term="%22Military+culture%22">Military culture</searchLink><br /><searchLink fieldCode="DE" term="%22Help-seeking+behavior%22">Help-seeking behavior</searchLink><br /><searchLink fieldCode="DE" term="%22Qualitative+research%22">Qualitative research</searchLink><br /><searchLink fieldCode="DE" term="%22Mental+illness%22">Mental illness</searchLink><br /><searchLink fieldCode="DE" term="%22Needs+assessment%22">Needs assessment</searchLink><br /><searchLink fieldCode="DE" term="%22Health+services+accessibility%22">Health services accessibility</searchLink><br /><searchLink fieldCode="DE" term="%22Veterans%22">Veterans</searchLink><br /><searchLink fieldCode="DE" term="%22Suspicion%22">Suspicion</searchLink>
– Name: Abstract
  Label: Abstract
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  Data: Despite the long use of surveys in veterans' needs assessments, a disconnect persists between the veterans' needs and the available services. This study employs a hermeneutical framework to semantically analyze open-ended responses and investigate how veterans' perceptions of service barriers are formed. We analyzed 3,325 open-ended responses specifying their perceived barriers in Texas Veterans Needs Survey data from 2023 (n = 16,733). Our analysis revealed that the hurdles stem from the combination of (1) obedience to authority, (2) covert mental health challenges, (3) hopelessness, and (4) self-defeating prophecy created by complex systems and lack of trust. For instance, many reported being told they were not eligible for services or only hinted at their psychological struggles as a hurdle rather than explicitly citing a history of denial or mental health conditions. Fear of unwanted consequences, procrastination due to the self-sufficient mindset, and comparisons to other veterans were observed in relation to the "military mind-set." Minorities and those who withheld their demographic information were more presented in the analytical sample than in the overall survey. Contextualization of qualitative data revealed how the military mindset is intertwined with the veterans' service-seeking behavior. The findings may improve the interpretability and validity of future veteran needs assessments. [ABSTRACT FROM AUTHOR]
– Name: AbstractSuppliedCopyright
  Label:
  Group: Ab
  Data: <i>Copyright of Military Psychology is the property of Taylor & Francis Ltd and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1080/08995605.2025.2481673
    Languages:
      – Code: eng
        Text: English
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        PageCount: 8
        StartPage: 300
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      – SubjectFull: Military culture
        Type: general
      – SubjectFull: Help-seeking behavior
        Type: general
      – SubjectFull: Qualitative research
        Type: general
      – SubjectFull: Mental illness
        Type: general
      – SubjectFull: Needs assessment
        Type: general
      – SubjectFull: Health services accessibility
        Type: general
      – SubjectFull: Veterans
        Type: general
      – SubjectFull: Suspicion
        Type: general
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      – TitleFull: Steeping in how "shut up and color" mindset manifests: Semantic analysis of open-ended responses for barriers to support seeking among veterans.
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          Name:
            NameFull: Sakamoto, Megumi
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          Name:
            NameFull: Chaudhuri, Nandita
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          Dates:
            – D: 01
              M: 05
              Text: 2026
              Type: published
              Y: 2026
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              Value: 38
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              Value: 3
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            – TitleFull: Military Psychology
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