{"id":"86289f0e-44e3-45f0-9706-6f59ab0dd8e2","arxiv_id":"2507.22903","paper_version":1,"verdict":"CONDITIONAL","confidence":"MODERATE","novelty_score":6.0,"correctness_risk":"medium","formal_verification":"none","parameter_count":0,"one_line_summary":"Workers at a church see potential for social robots in repetitive and information tasks, but resist robot involvement in pastoral and welcoming roles.","lead":"Researchers interviewed 15 staff and volunteers at a UK church about introducing a social robot, finding mixed reactions shaped by the church's values around empathy, tradition, and visitor experience. The study suggests robots might be accepted for mundane tasks and information giving, but not for roles requiring human connection.","discovery_kind":"new_application","skeptic_critique":{"model":"deepseek-v4-flash","headline":"Participation bias in the self-selected 15-worker sample is the load-bearing threat to the 'mixed perspectives' generalisation, and it is acknowledged but not tested.","rationale":"The reader's weakest-assumption is participation bias, and I agree it is the key threat to the central claim. The paper is transparent about this limitation, but transparency does not remove its load-bearing character: the central knowledge contribution is a qualitative map of worker perspectives in one organisation, and the sampling method cannot certify that the map is not missing a large negative segment. I considered other candidate concerns—single-coder reflexive thematic analysis, unspecified robot embodiment, interview topic order—but each is either standard practice for RTA, mitigated by the extensive quoted raw data, or secondary to the population-sampling question. The concrete anonymous survey directly tests whether the acknowledged bias is material by comparing non-participants' attitudes and themes against the interview sample. Since the findings are valuable, well-reported, and the stated limitations are explicit, I would not move the reader's conditional verdict; the paper should either run this check or consistently scope its generalising language to the interviewed sample.","tokens_in":9961,"tokens_out":10583,"duration_ms":124389,"concrete_test":"Ask the partner church's management to distribute a short anonymous questionnaire to all staff and volunteers, including those who did not volunteer for interviews. Include one Likert item on attitude toward introducing a social robot and one open comment field, and compare the response distribution and any new themes with the four interview-derived themes. If non-participants express materially more negative attitudes or raise objections absent from the interviews, the 'mixed' and four-theme claims must be re-scoped to the self-selected subset; if distributions and themes converge, the participation-bias concern is settled.","verdict_should_be":"UNCHANGED","load_bearing_attack":"The paper's central claim—that worker perspectives on the proposed robot were 'mixed' and fall into four themes—is presented as a description of the church workforce rather than only of the 15 interviewees. Section III-B describes recruitment by email, poster, and word of mouth, with unpaid voluntary participation, and Section III-D concedes that 'it is likely that we were therefore not presented with more negative viewpoints... due to participation bias.' This is not a peripheral caveat: if non-participants are systematically more negative or hold qualitatively different objections, then both the balance of the 'mixed' conclusion and the completeness of the four-theme model misrepresent the actual perspective landscape of the organisation. The absence of any attempt to sample non-respondents or to assess saturation means the central descriptive claim rests on the untested assumption that the volunteers who came forward are representative enough. A single-coder inductive analysis (Section III-C) makes this more consequential, because there is no independent check on whether the themes would survive contact with a different participant pool.","agreement_with_reader":"agree"},"referee_report":{"model":"deepseek-v4-flash","summary":"This paper reports a qualitative interview study with 15 workers and volunteers from five stakeholder groups at a large UK church and visitor attraction, exploring their views on the proposed introduction of a social robot. Semi-structured interviews were analysed with reflexive thematic analysis, producing four themes: the human element; modernisation while preserving tradition; improving experience; and robot agency. The findings indicate mixed responses: participants welcomed robotic help for mundane/repetitive tasks and information provision (especially translation), but strongly felt that spiritual, pastoral, and welcoming roles should remain human, and raised concerns about visible technology in a historic building, reputational risk, and the robot's decision-making agency. The paper frames these results as evidence that value-rich organisations must weigh social and intangible values alongside financial considerations.","tokens_in":10077,"tokens_out":8042,"duration_ms":93708,"significance":"The paper addresses a genuinely under-explored HRI context—a religious organisation with a mixed volunteer/paid workforce—and extends worker-perspective research beyond profit-driven settings. Its methodological reporting is a strength: ethical approval, stakeholder identification, semi-structured interview protocol, reflexive thematic analysis with a reflexivity statement, and explicit acknowledgement of participation bias and single-site transferability limits. The four themes are grounded in verbatim quotes, and the non-zero-sum framing in the Discussion is a useful conceptual contribution. If the findings hold, they offer practical guidance for future robot deployment in heritage and faith-based organisations.","major_comments":[],"minor_comments":[{"comment":"The Discussion's statement that 'worker responses to the proposed social robot introduction were mixed' should be explicitly tied back to the 15 interviewees, since Section III-D acknowledges that voluntary participation likely excluded more negative viewpoints; adding a sentence such as 'These themes represent the workers who chose to participate and may not capture non-respondents' views' would prevent the reader from inferring a claim about the whole church workforce.","section":"Section V (Discussion)"},{"comment":"The manuscript does not report whether data saturation or information power was considered, and all coding was done by the first author; even if inter-coder reliability is not appropriate for reflexive thematic analysis, a brief statement on how the themes were reviewed with the co-authors or checked against the data would strengthen confidence in the completeness of the four themes.","section":"Section III-C"},{"comment":"The historical claim about the holy water vending machine is cited to a paper on therapeutic robot companions, which does not appear to support it; please replace this citation with an appropriate historical source.","section":"Section II-A / Ref. [20]"},{"comment":"In the quote beginning 'CLS suggested congregants would be...', the participant code 'CLS' is used twice in a way that is ambiguous; clarify whether the second reference is the same participant or a different clerical staff member.","section":"Section IV-A"},{"comment":"The sentence 'There is are also paid members of front-line staff present daily' contains a typo and should read 'There are also paid members...'.","section":"Section III-A"},{"comment":"Phrases such as 'almost universally identified by participants' and 'Participants universally recognised' are stronger than the quoted evidence supports; please either add additional supporting quotes or soften these to 'many participants' to avoid overstating the degree of consensus.","section":"Section IV-C2 and Section V"}],"recommendation":"minor_revision","confidential_remarks":"The manuscript is a solid qualitative HRI contribution; the main revision is to tighten the scope of the generalising language and to correct the indicated citation. No concerns about novelty or citation practices beyond the one erroneous citation."},"author_rebuttal":null,"desk_editor":{"model":"deepseek-v4-flash","letter":"Worth a read if you care about social robots in non-profit, value-driven settings. This is the first interview study I know of that systematically samples multiple stakeholder groups inside a working church—volunteers, paid front-line staff, heritage staff, clergy, back-office—about a proposed robot introduction. That alone is a genuine gap-filler. Prior work like BlessU2 and SanTO focused on visitor or user interaction; this one asks the people who would work alongside the robot.\n\nThe method is solid and honestly reported. Reflexive thematic analysis is the right tool, the procedure is described clearly, and the quotes are well chosen and linked to stakeholder roles. The reflexivity statement is a real one, not a checkbox. The authors also acknowledge the big limitation up front in Section III-D: participation was voluntary, so negative viewpoints were likely underrepresented. That is the correct and candid thing to do.\n\nOn the soft spots: the self-selection issue is real but I would not call it load-bearing. The findings are about the 15 people interviewed, and the authors never claim to have saturated the perspective landscape of the whole church. Still, the abstract and parts of the discussion say \"worker perspectives\" as if describing the organisation, so a revision should either narrow that language or add a little more effort to reach non-respondents. The single-coder inductive analysis is a moderate concern; in reflexive TA that is acceptable, but a second coder or a member-check step would strengthen it. And one organisation obviously limits transferability, which they acknowledge.\n\nThe stress-test note argues the participation bias is the load-bearing threat to the 'mixed perspectives' conclusion. I think that overstates it: the mix is present even in these 15 participants, with clerical staff and management voicing clear objections. Missing more negative voices would shift the balance, not overturn the four themes. The paper is appropriately cautious, and the limitation is disclosed, not hidden.\n\nWho is this for? HRI researchers thinking about deployment in third-sector or heritage settings, and anyone working on participatory design with volunteer workforces. It deserves a serious referee. I would send it out with a request to address the single-coder point and to slightly soften the population-level language. If I were working on robot deployment in public or non-profit spaces, I would cite it.","headline":"A transparent, well-scoped qualitative study of church workers' views on a social robot; the acknowledged participation bias is real but not fatal, and the paper deserves a proper peer review.","tokens_in":10620,"tokens_out":1954,"would_cite":true,"duration_ms":23792,"reading_group":"maybe","serious_thinker":"yes","would_accept_peer_review":true},"rs_alignment":null,"lean_confirmation":null,"pith_extraction":{"msc":[],"pacs":[],"model":"deepseek-v4-flash","headline":"Workers at a large UK church were interviewed about a proposed social robot; they welcomed it for mundane chores and information but firmly excluded spiritual, pastoral, and welcoming roles.","keywords":["social robots","worker perspectives","church","value-rich spaces","reflexive thematic analysis","human-robot interaction","service sector","volunteer workforce"],"falsifier":"A census-style survey of the entire church workforce, including those who declined to be interviewed, asking specifically whether a robot should greet visitors, answer heritage questions, or conduct spiritual activities; if the non-interviewed majority turns out to be overwhelmingly opposed, the paper's 'mixed responses' characterisation would be skewed toward the positive.","tokens_in":9727,"feed_emoji":"🤖","tokens_out":7590,"duration_ms":82691,"temperature":0.7,"pith_summary":"Most robot-deployment studies assume functional settings where efficiency and profit dominate; this paper instead studies a large working church and visitor attraction, where the stated purpose is spiritual and communal. The paper reports hour-long interviews with 15 workers and volunteers and argues that their responses are mixed, clustering into four themes: the human element, modernisation versus tradition, improving experience, and robot agency. Participants saw real value in robotic help with repetitive physical tasks, the tiring welcome-desk routine, and information and translation duties, but were firm that pastoral care, sermons, and the first human greeting should stay human. The authors conclude that introducing robots into 'value-rich' organisations requires weighing social and intangible values as seriously as cost savings, and that deployment should be treated as a non-zero-sum process in which worker alienation can cancel any gains. A sympathetic reading takes the paper's contribution to be a worker-generated map of where the boundary between acceptable and unacceptable automation lies in a faith-based workplace.","feed_headline":"Church workers welcome a robot for chores, not for prayer","feed_subtitle":"A robot can take mundane tasks and give information, but spiritual and welcome roles stay human.","key_machinery":"The argument is carried by a qualitative method: semi-structured interviews with 15 participants drawn from five stakeholder groups (volunteers, paid front-line staff, heritage management, clerical team, and back-office staff), analysed through a six-step reflexive thematic analysis, a qualitative coding approach in which themes are built inductively from transcripts. Interview questions used laddering probes, repeatedly asking 'why' to surface underlying motivations, and the first author coded transcripts inductively so themes would be grounded in the data. The four resulting themes are the device that organises the findings and links them to the research questions on staff responses, competing task perspectives, and the role of competing values.","core_discovery":"The central discovery, stated on the paper's own terms, is that worker perspectives toward a proposed social robot in a church are mixed and can be categorised into four themes. Participants valued a robot for alleviating menial or mundane tasks such as moving chairs and monitoring restricted areas, and for information provision, consistency of messaging, and translation. They resisted robot involvement in spiritual, pastoral, and welcoming roles, worried that a visible robot would diminish the awe of historic spaces and provoke negative press, and raised questions about robot agency, including who controls its knowledge base and whether it should stay on heritage topics. The paper treats this not as a list of preferences but as evidence that in a value-rich organisation, robot introduction is shaped by empathetic responsibility and intangible values as much as by efficiency.","pith_inferences":["Beyond the paper: the same 'value-rich space' logic likely transfers to other mission-driven organisations, such as memorial sites, care homes, or community hubs, where a visible robot may clash with institutional identity even when it is functionally useful.","Beyond the paper: the pattern suggests a general rule that acceptance of automation tracks whether a task is boundary-marking for organisational identity (welcome, prayer, pastoral care) rather than merely low-status or tiring.","Beyond the paper: a testable extension would be to place a robot at the church welcome desk and measure volunteer retention and visitor reaction; the paper's logic predicts that removing the human greeter would be the flashpoint.","Beyond the paper: the acknowledged participation bias implies the true distribution of opinion may be more negative than 'mixed'; a complete census of church workers would tell whether the themes hold."],"forward_implications":["If worker perspectives are respected, a deployed robot in this church should be assigned repetitive, physical, and information-providing tasks, not the welcome desk or pastoral care.","Visible robot presence in historically and spiritually significant spaces risks reducing visitors' sense of awe and inviting public mockery, so technology placement must be unobtrusive and carefully framed.","Automating the welcome desk could backfire by removing a role some volunteers enjoy, increasing volunteer turnover even as it reduces workload.","The robot's conversational scope should be deliberately constrained to heritage topics and away from subjective religious discussions, matching the standards workers expect of it.","Deployment should be treated as non-zero-sum (all parties can win or lose together): robot failure, worker alienation, or both can leave the organisation worse off than before, so success depends on preserving workers' sense of value."],"supporting_citations":[{"why":"Supplies the six-step reflexive thematic analysis method used to derive the four themes from interview transcripts.","marker":"[36]"},{"why":"Supplies the laddering technique of repeated 'why' probes used to elicit underlying motivations in interviews.","marker":"[35]"},{"why":"Documents that employees are typically excluded from robot-adoption decisions, motivating the paper's worker-perspective focus.","marker":"[29]"},{"why":"Example of a robot in a religious setting leading prayer and disseminating Bible verses, the contrast for workers' rejection of robot-led spiritual acts.","marker":"[24]"},{"why":"Example of a robot giving blessings in a church context, providing background on prior spiritual-role deployments.","marker":"[25]"},{"why":"Representative museum tour-guide robot deployment that the paper contrasts with participants' reluctance to let robots run tours.","marker":"[14]"},{"why":"Supplies the trustworthiness criteria (credibility, transferability, dependability, confirmability) the paper uses to frame validity.","marker":"[37]"},{"why":"Frames the capitalist cost-benefit lens for robot deployment that the paper argues is insufficient in value-rich organisations.","marker":"[12]"}],"fun_headline_variants":["Church workers OK robot for chores, not for prayer","Social robot gets church chores, not spiritual roles","Robot's church niche: mundane tasks, not ministry","Church staff split on robot: useful for work, not worship","In church, robot fits chores and info, not prayer or care"],"cache_read_input_tokens":3200,"weakest_assumption_plain":"The findings rest on the assumption that the 15 people who volunteered to be interviewed represent the full range of worker and volunteer views, including the most skeptical ones.","fun_headline_variants_meta":{"raw":{"variants":["Church workers OK robot for chores, not for prayer","Social robot gets church chores, not spiritual roles","Robot's church niche: mundane tasks, not ministry","Church staff split on robot: useful for work, not worship","In church, robot fits chores and info, not prayer or care"]},"model":"deepseek-v4-flash","effort":"low","cost_usd":0.000176,"raw_usage":{"total_tokens":1241,"prompt_tokens":852,"completion_tokens":389,"prompt_tokens_details":{"cached_tokens":384},"prompt_cache_hit_tokens":384,"prompt_cache_miss_tokens":468,"completion_tokens_details":{"reasoning_tokens":309}},"tokens_in":468,"tokens_out":389,"duration_ms":4863,"temperature":1.0,"reasoning_tokens":309,"cache_read_input_tokens":384,"cache_creation_input_tokens":0},"cache_creation_input_tokens":0},"created_at":"2026-08-06T21:53:16.102823+00:00","model_set":{"reader":"deepseek-v4-flash"},"falsifier":"A census-style survey of the entire church workforce, including those who declined to be interviewed, asking specifically whether a robot should greet visitors, answer heritage questions, or conduct spiritual activities; if the non-interviewed majority turns out to be overwhelmingly opposed, the paper's 'mixed responses' characterisation would be skewed toward the positive.","supporting_citations":[{"cited_title":"Laddering Theory, Method, Analysis, and Interpretation,","cited_arxiv_id":null,"evidence_quote":"Supplies the laddering technique of repeated 'why' probes used to elicit underlying motivations in interviews."},{"cited_title":null,"cited_arxiv_id":null,"evidence_quote":"Documents that employees are typically excluded from robot-adoption decisions, motivating the paper's worker-perspective focus."},{"cited_title":"Communicating with SanTO – the first Catholic robot,","cited_arxiv_id":null,"evidence_quote":"Example of a robot in a religious setting leading prayer and disseminating Bible verses, the contrast for workers' rejection of robot-led spiritual acts."},{"cited_title":"Blessing Robot BlessU2: A Discursive Design Study to Understand the Implications of So- cial Robots in Religious Contexts,","cited_arxiv_id":null,"evidence_quote":"Example of a robot giving blessings in a church context, providing background on prior spiritual-role deployments."},{"cited_title":"Lindsey the Tour Guide Robot - Usage Patterns in a Museum Long-Term Deployment,","cited_arxiv_id":null,"evidence_quote":"Representative museum tour-guide robot deployment that the paper contrasts with participants' reluctance to let robots run tours."},{"cited_title":null,"cited_arxiv_id":null,"evidence_quote":"Supplies the trustworthiness criteria (credibility, transferability, dependability, confirmability) the paper uses to frame validity."},{"cited_title":"Service Robotics and Human Labor: A first technology assessment of substitution and cooperation,","cited_arxiv_id":null,"evidence_quote":"Frames the capitalist cost-benefit lens for robot deployment that the paper argues is insufficient in value-rich organisations."}],"review_version":1}