Science1 distinct publisher3 min readUpdated
The study followed almost 150 new hires through four surveys across ten months, and its authors argue the denser networks women build offer less access to influential contacts.
The Scientist · Science desk
Compiled by The ScientistSomething wrong?How this is made
Two ways of acquiring a colleague are being compared here, and they have different geometry. A tie that arrives through a mutual contact lands inside a group whose members already know each other, and the paper reports that these friend-of-a-friend introductions were more likely to be to other women [2]. A tie formed one to one, with nobody brokering it, can land anywhere, including outside the cluster the new hire started in [3]. The researchers found men's selective ties were especially common where the relationship was perceived to support a personal or professional goal [6].
That is the part worth sitting with, because nothing in it requires anyone to prefer men or to intend exclusion. One process builds density. The other builds reach.
It also explains how the study's two headline findings can both hold. Women ended up with the larger and more interconnected networks [1], and the authors nevertheless argue those networks supply fewer routes to influential contacts, resources and career-enhancing connections, while men's more strategic ties are likelier to yield professional advantage and preferential treatment [8]. Both are true if what promotion responds to is not how many friends you have but how many separate places your information comes from. Nine people who all know each other are, as an information source, much closer to one than to nine. The team extends the argument to the gender pay gap [9], which is a longer leap than the data described in the write-up can carry on its own.
On the measurement: almost 150 employees, four survey waves, the first ten months in the organisation [5]. That averages one observation roughly every two and a half months [13], which is a reasonable cadence for catching cluster formation as it happens rather than reconstructing it afterwards. The press account reports no effect sizes and no gender composition for the sample [14], so how much larger and how much more same-gender these networks were remains unread until the paper itself is. Note also that the summary names Andrew Parker of Durham as lead, with colleagues at William & Mary's Raymond A. Mason School of Business and Universita della Svizzera Italiana [4], while the journal citation is first-authored by Inga Carboni [12], a discrepancy in emphasis rather than substance [15].
The practical reading is narrower than the researchers' own recommendation of broader networking opportunities [10]. Closure needs a broker. Someone has to be the third person who makes the introduction, and in a new hire's first months that person is usually assigned by a manager or an onboarding schedule. If the tie-formation mechanism is what produces the difference, then the roster of who introduces whom to whom is where an employer either reproduces the pattern or interrupts it, and it is one of the few things about informal networks that a company actually controls.
Follow any of these and your For You feed starts watching them — no settings page required.
Ranked by verification strength, evidence, and original report placement.
A Durham University Business School study published in Social Networks found female employees are more likely to build friendships through existing social connections, creating larger and more interconnected workplace friendship networks.
The 'friend of a friend' relationships identified in the study are more likely to involve other women.
Men tend to develop more selective one-to-one friendships and are less likely to form relationships through mutual contacts.
The research was led by Andrew Parker, professor in leadership at Durham University Business School, with colleagues from William & Mary's Raymond A. Mason School of Business in the United States and Universita della Svizzera Italiana in Switzerland.
Researchers followed almost 150 employees during their first 10 months in an organization, surveying participants on four occasions about the friendships they had formed at work.
Male employees were more likely to form individual friendships with other men, and these relationships were particularly common when they were perceived to support personal or professional goals.
Evidence-backed comparisons of source perspectives and observed adoption signals. Read the methodology
Which Builder, Operator, and Investor concerns the observed source mix emphasized—not a truth score.
Evidence, demonstrated adoption, hype gap, incentives, and confidence are assessed independently, each on its own current evidence. How these are measured.
Peer-reviewed longitudinal design, press-summary depth
The underlying study is a multi-wave longitudinal design (about 150 new hires, four surveys, ten months) published in a peer-reviewed journal with a DOI, which is better than anecdote. But the only supplied material is a single press-style summary that reports no effect sizes, no significance measures and no gender breakdown of the sample, covers one unnamed organization and new hires only, and carries no independent expert scrutiny. The descriptive findings are traceable; their magnitude and generalizability are not.
No adoption signal available
The cluster contains an academic finding and a general recommendation to employers. No release, deployment, procurement, usage disclosure or organizational uptake of any practice, tool or program is reported, so there is nothing to measure without inferring facts the sources do not contain.
Interpretation runs ahead of the measurements shown
Overstatement is moderate and comes from framing rather than fabrication. A ten-month study of self-reported friendship ties among new hires is extended to organizational stability, access to influential contacts, preferential treatment and the gender pay gap, none of which the described design appears to measure; uncited prior research supplies the engagement, productivity and innovation payoff; and the headline's comparative claim about 'strong' friendships is stated without any strength metric. The directional findings themselves are reported soberly, which keeps the gap from being larger.
Institutional research promotion, restated single-source
The item is built from a university business school's own research announcement: it names the lead academic and his institution, foregrounds the school's finding, ends with an actionable message for employers, and includes no independent voice. That is a normal academic-visibility incentive rather than a commercial one, but it shapes emphasis, and the second-hand nature of the retelling shows in the lead-author mismatch against the cited paper.
Moderate-low: real study, one thin retelling
Confidence is limited by having a single publisher, no primary-paper detail, and no quantitative reporting to check the directional claims against. It is not lower because the underlying work is peer-reviewed, precisely cited, and internally consistent about its design, so the descriptive findings can be stated with reasonable safety even while the interpretive claims cannot.
science
What you expect from your own old age shows up a decade later in who you still see1 distinct publisher
science
Eastern US extreme rain is pooling into fewer, wider storms, and station records hide it1 distinct publisher
science
A named ship and a published timetable turn the Arctic into a bookable lane1 distinct publisher
science
Content cues finished last: a 204-sample meta-analysis on workplace first impressions1 distinct publisher
Distinct publishers with included, body-backed reporting in this cluster.
phys.org
1 article · August 21, 2026