<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.0 20040830//EN" "journalpublishing.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="2.0" xml:lang="en" article-type="letter"><front><journal-meta><journal-id journal-id-type="nlm-ta">JMIR Hum Factors</journal-id><journal-id journal-id-type="publisher-id">humanfactors</journal-id><journal-id journal-id-type="index">6</journal-id><journal-title>JMIR Human Factors</journal-title><abbrev-journal-title>JMIR Hum Factors</abbrev-journal-title><issn pub-type="epub">2292-9495</issn><publisher><publisher-name>JMIR Publications</publisher-name><publisher-loc>Toronto, Canada</publisher-loc></publisher></journal-meta><article-meta><article-id pub-id-type="publisher-id">v13i1e99374</article-id><article-id pub-id-type="doi">10.2196/99374</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Letter</subject></subj-group></article-categories><title-group><article-title>A Digital App-Based Intervention (Platoniq) to Reduce Loneliness: Single-Arm Pilot Study</article-title></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name name-style="western"><surname>Hornstein</surname><given-names>Silvan</given-names></name><degrees>MSc, PhD</degrees><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="aff" rid="aff2">2</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Schmidt</surname><given-names>Jasmina</given-names></name><degrees>BSc</degrees><xref ref-type="aff" rid="aff1">1</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Sachs</surname><given-names>Lara</given-names></name><degrees>MSc</degrees><xref ref-type="aff" rid="aff1">1</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Krieger</surname><given-names>Tobias</given-names></name><degrees>Prof Dr</degrees><xref ref-type="aff" rid="aff3">3</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Stachnik</surname><given-names>Daniel</given-names></name><degrees>MSc</degrees><xref ref-type="aff" rid="aff1">1</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Lueken</surname><given-names>Ulrike</given-names></name><degrees>Prof Dr</degrees><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="aff" rid="aff4">4</xref></contrib></contrib-group><aff id="aff1"><institution>Department of Psychology, Humboldt-Universit&#x00E4;t zu Berlin</institution><addr-line>Rudower Chausee 18</addr-line><addr-line>Berlin</addr-line><country>Germany</country></aff><aff id="aff2"><institution>SHS Social Health Solutions UG (haftungsbeschr&#x00E4;nkt)</institution><addr-line>Berlin</addr-line><country>Germany</country></aff><aff id="aff3"><institution>Department of Clinical Psychology and Psychotherapy, Institute of Psychology, University of Bern</institution><addr-line>Bern</addr-line><country>Switzerland</country></aff><aff id="aff4"><institution>German Center for Mental Health (DZPG), Partner site Berlin-Potsdam</institution><addr-line>Berlin</addr-line><country>Germany</country></aff><contrib-group><contrib contrib-type="editor"><name name-style="western"><surname>Kushniruk</surname><given-names>Andre</given-names></name></contrib></contrib-group><contrib-group><contrib contrib-type="reviewer"><name name-style="western"><surname>Chau</surname><given-names>Anson Kai Chun</given-names></name></contrib><contrib contrib-type="reviewer"><name name-style="western"><surname>Baxter</surname><given-names>Clarence</given-names></name></contrib><contrib contrib-type="reviewer"><name name-style="western"><surname>Hassan</surname><given-names>Sheza</given-names></name></contrib></contrib-group><author-notes><corresp>Correspondence to Silvan Hornstein, MSc, PhD, Department of Psychology, Humboldt-Universit&#x00E4;t zu Berlin, Rudower Chausee 18, Berlin, 12489, Germany, 49 15753685796; <email>silvan.hornstein@hu-berlin.de</email></corresp></author-notes><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>22</day><month>10</month><year>2026</year></pub-date><volume>13</volume><elocation-id>e99374</elocation-id><history><date date-type="received"><day>24</day><month>04</month><year>2026</year></date><date date-type="rev-recd"><day>10</day><month>08</month><year>2026</year></date><date date-type="accepted"><day>08</day><month>09</month><year>2026</year></date></history><copyright-statement>&#x00A9; Silvan Hornstein, Jasmina Schmidt, Lara Sachs, Tobias Krieger, Daniel Stachnik, Ulrike Lueken. Originally published in JMIR Human Factors (<ext-link ext-link-type="uri" xlink:href="https://humanfactors.jmir.org">https://humanfactors.jmir.org</ext-link>), 22.10.2026. </copyright-statement><copyright-year>2026</copyright-year><license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (<ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link>), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Human Factors, is properly cited. The complete bibliographic information, a link to the original publication on <ext-link ext-link-type="uri" xlink:href="https://humanfactors.jmir.org">https://humanfactors.jmir.org</ext-link>, as well as this copyright and license information must be included.</p></license><self-uri xlink:type="simple" xlink:href="https://humanfactors.jmir.org/2026/1/e99374"/><abstract><p>This single-arm pilot study of a psychological, app-based intervention (platoniq) found significantly reduced loneliness after 4 and 8 weeks.</p><sec><title>Trial Registration</title><p>German Clinical Trials Register DRKS00038467; https://drks.de/search/en/trial/DRKS00038467/details</p></sec></abstract><kwd-group><kwd>loneliness</kwd><kwd>social health</kwd><kwd>digital health</kwd><kwd>pilot study</kwd><kwd>digital mental health</kwd></kwd-group></article-meta></front><body><sec id="s1" sec-type="intro"><title>Introduction</title><p>Loneliness, the subjectively perceived lack of social relationships, is affecting a significant share of people across countries and age groups [<xref ref-type="bibr" rid="ref1">1</xref>]. As this is associated with numerous adverse health consequences [<xref ref-type="bibr" rid="ref2">2</xref>], effective interventions to tackle loneliness are highly needed. Although a substantial body of evidence has examined such interventions and found that psychological approaches in particular can effectively reduce loneliness [<xref ref-type="bibr" rid="ref3">3</xref>], considerably more research is still required. Loneliness is linked to hypervigilance and negative social cognition, reinforcing withdrawal in a cycle [<xref ref-type="bibr" rid="ref4">4</xref>], which cognitive-behavioral techniques such as social skills training and cognitive restructuring aim to break. Particularly, low-threshold digital interventions are an interesting yet underinvestigated approach with few available studies [<xref ref-type="bibr" rid="ref5">5</xref>]. Consequently, the objective of this preregistered [<xref ref-type="bibr" rid="ref6">6</xref>] pilot study was the evaluation of a digital app-based intervention against loneliness.</p></sec><sec id="s2" sec-type="methods"><title>Methods</title><sec id="s2-1"><title>Ethical Considerations</title><p>Ethical approval for this study was granted by the ethical committee of the Institute for Psychology of the Humboldt University Berlin (identifier: 2025&#x2010;58).</p></sec><sec id="s2-2"><title>Study Design</title><p>This pilot study was designed as a one-arm, noncontrolled trial. Loneliness, the primary outcome, was assessed using the 9-item version of the UCLA Loneliness Scale (UCLA-9) [<xref ref-type="bibr" rid="ref7">7</xref>] at baseline, 4 weeks, and 8 weeks. Additionally, perceived social support [<xref ref-type="bibr" rid="ref8">8</xref>], perceived stress [<xref ref-type="bibr" rid="ref9">9</xref>], and social competencies [<xref ref-type="bibr" rid="ref10">10</xref>] were measured at baseline and at week 8 as secondary outcomes.</p></sec><sec id="s2-3"><title>Sample</title><p>Study participants were recruited through convenience sampling via several channels, such as social media and university newsletters. A total of 72 participants matched our inclusion criteria (UCLA-9 score &#x2265;18, reflecting preexisting low-to-moderate loneliness; &#x2265;18 years old; German-speaking; no acute mental health crisis; and not currently seeking treatment), completed at least 1 of the follow-up questionnaires, and accessed the intervention with their phone. The median age was 35 (IQR 27.0-48.75; mean 39.3, SD 14.23) years and 60 (83.3%) participants were female. Of the 72 participants, 10 (13.9%) reported a migration background; 40 (55.6%) were employed full-time; and the sample was highly educated, with the majority (n=50, 69.4%) holding a university degree.</p></sec><sec id="s2-4"><title>Intervention</title><p>The app-based intervention platoniq (SHS Social Health Solutions UG) was used in this study. The digital intervention is structured into 6 modules, addressing diverse aspects of social relationships and loneliness. Exercises are adapted from social skills training and cognitive behavioral therapy, following a cognitive model of loneliness [<xref ref-type="bibr" rid="ref4">4</xref>]. One new module is unlocked each week, covering the following topics in sequence: initiating relationships, deepening relationships, emotional support, conflict management, setting boundaries, and social relationships and own needs. Within each module, exercises have to be completed in sequential order (see <xref ref-type="fig" rid="figure1">Figure 1</xref>). In addition, the app includes a tracking mechanism for social relationships, allowing participants to monitor their social interactions over the course of the program. Notifications reminded participants to use the app, and chat support was available for technical questions.</p><fig position="float" id="figure1"><label>Figure 1.</label><caption><p>Screenshots of the intervention app, platoniq, which includes exercises (eg, social skills training and cognitive restructuring), behavioral experiments, and a tracking mechanism.</p></caption><graphic alt-version="no" mimetype="image" position="float" xlink:type="simple" xlink:href="humanfactors_v13i1e99374_fig01.png"/></fig></sec></sec><sec id="s3" sec-type="results"><title>Results</title><p>Out of the 72 included participants, 67 (93%) provided answers to the UCLA-9 after 4 weeks from the intervention start. UCLA-9 scores decreased from baseline (mean 25.6, SD 3.7) to week 4 (mean 23.5, SD 4.2). A paired <italic>t</italic> test showed a significant medium-to-large effect for loneliness (<italic>t</italic><sub>66</sub>=5.8; <italic>P</italic>&#x003C;.001; <italic>d</italic>=0.71), with an average reported decrease on the UCLA-9 of 2.2 (SD 3.1). Approximately 75% (50/67) of participants reported a decrease, and 45% (30/67) of all participants reported a decrease of at least 3 points. This has been considered clinically meaningful in past work, following a reliable change index derived for the UCLA-9 in a comparable sample [<xref ref-type="bibr" rid="ref4">4</xref>]. Higher baseline UCLA-9 scores were associated with greater reduction (<italic>r</italic>=0.25; <italic>P</italic>=.04). The effect remained stable for the 44 participants who responded to the questionnaires after 8 weeks, with scores decreasing from baseline (mean 26.2, SD 4.2) to week 8 (mean 24.0, SD 5.2<italic>; t</italic><sub>43</sub>=3.8; <italic>P</italic>&#x003C;.001; <italic>d</italic>=0.57), reporting an average reduction of 2.21 (SD 3.9). Additionally, effects were found for interpersonal competencies (<italic>t</italic><sub>43</sub>=&#x2212;3.1; <italic>P</italic>=.004; <italic>d</italic>=&#x2212;0.46) as well as perceived social support (<italic>t</italic><sub>43</sub>=&#x2212;2.4; <italic>P</italic>=.02; <italic>d</italic>=&#x2212;0.37). However, while there was an average decrease of 0.77 (SD 6.8) in perceived stress, this effect was not statistically significant (<italic>t</italic><sub>43</sub>=0.75; <italic>P</italic>=0.45; <italic>d</italic>=0.13). No significant baseline differences were found between completers and noncompleters (ie, no 8-week questionnaire) at 8 weeks across demographic or clinical variables, suggesting limited attrition bias. Noncompleters showed markedly lower overall engagement (mean 14.8, SD 13.3 vs 30.9, SD 20.1 events; <italic>t</italic><sub>69.87</sub>=4.10; <italic>P</italic>&#x003C;.001).</p><p>On average, the included participants used the app for approximately 128 (SD 119) minutes, corresponding to a weekly usage of around 21 (SD 19.8) minutes. On average, 25 (SD 19.3) exercises were completed, as well as 6 (SD 4.6) behavioral experiments, and the tracking mechanism was used 18 (SD 19.3) times. The small (<italic>r</italic>=0.14) correlation between usage time and reduction was nonsignificant in the given sample (<italic>P</italic>=.24).</p></sec><sec id="s4" sec-type="discussion"><title>Discussion</title><p>In this uncontrolled pilot study, an app-based digital health intervention targeting loneliness in individuals with at least low-to-moderate levels of loneliness showed preliminary signals of reduced loneliness. The observed within-group effect size (<italic>d</italic>=0.71) falls within the range reported across existing internet-based interventions (<italic>d</italic>=0.33 to <italic>d</italic>=1.47) [<xref ref-type="bibr" rid="ref5">5</xref>], corroborating the general promise of this intervention format. However, given the single-arm design, this interpretation is limited, and randomized controlled trials are needed to confirm the intervention&#x2019;s effectiveness.</p><p>The sample was predominantly female and highly educated, with considerable dropout, limiting generalizability. Additionally, user satisfaction and barriers to use were not systematically assessed. Finally, the association between baseline severity and reduction may partly reflect regression to the mean. Interestingly, contrary to our initial hypothesis, the effect on perceived stress in this study was not significant. This may be due to limited statistical power to detect small effects.</p><p>Taken together, these preliminary results suggest app-based cognitive behavior therapy interventions may offer a promising approach to addressing loneliness as a pressing public health challenge.</p></sec></body><back><notes><sec><title>Generative AI Use</title><p>The authors used Claude (Anthropic) to assist with language editing and wording of the manuscript. The tool was not used to generate scientific content, analyze data, or interpret results. All authors reviewed and edited the output and take full responsibility for the content of this publication.</p></sec><sec><title>Funding</title><p>The article processing charge was funded by the Open Access Publication Fund of Humboldt-Universit&#x00E4;t zu Berlin.</p></sec><sec><title>Data Availability</title><p>Due to legal and privacy restrictions, the user data used in this study cannot be shared. Access to the data is limited to authorized researchers under strict confidentiality agreements.</p></sec></notes><fn-group><fn fn-type="con"><p>SH conceptualized the study, developed the methodology, conducted the data collection, curated and analyzed the data, administered the project, and wrote the original draft of the manuscript. JS contributed to the conceptualization, data collection, and project administration. LS and DS contributed to the development of the intervention and provided resources. TK advised on the study design and methodology. UL supervised the project. All authors critically reviewed and approved the final version of the manuscript.</p></fn><fn fn-type="conflict"><p>SH, LS, and DS are cofounders and stakeholders of SHS Social Health Solutions UG, which provided the intervention that was evaluated in this study. 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