ScienceNot yet confirmed elsewhere1 publisher3 min readPublished
Women's work friendships grow by introduction, men's by selection, Durham study reports
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
What happened
- Women in the study built workplace friendships through existing contacts, ending up with larger and more interconnected networks.
- Men formed more selective one-to-one friendships and less often made them through a mutual contact.
- The design followed almost 150 employees through their first ten months at an organisation, with four rounds of surveys.
Compiled by The ScientistSomething wrong?How this is made
Why it matters
- cost The tie pattern the researchers credit with holding the organisation together is the same one they say returns least to the person building it, so the employer banks the stability and the...
- decision Onboarding introductions stop being hospitality and become an allocation of access, because a closed tie needs someone willing to be the third party who makes it.
- constraint Engagement and productivity dashboards cannot surface this, since both tie-formation patterns produce real friendships and the metrics linked to those friendships will read as healthy either way.
- exposure Whatever structure sets in during a hire's first ten months is what the employer then lives with, which makes leaving network formation to self-organisation a decision with a documented outcome.
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 [13]. 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 [14], 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 [9], 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 [10], 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 [8], a discrepancy in emphasis rather than substance [11].
The practical reading is narrower than the researchers' own recommendation of broader networking opportunities [7]. 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.
What to watch
- The published paper behind DOI 10.1016/j.socnet.2026.07.001: effect sizes and the sample's gender composition, neither of which appears in the press write-up.
- Whether the sample was drawn from one organisation or several, which decides how far the tie-formation pattern generalises.
- Any follow-up that tracks the same cohort past ten months to see whether promotion outcomes track network structure or network size.
Clarity's read
What the record supports and how the coverage leans. The claims behind it follow.
Reality
- Evidence34
- Adoption
- Insufficient
- Hype gap+32
- Incentives58
- Confidence41
Claim ledger
Ranked by verification strength, evidence, and original report placement.
- [1]
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.
- [2]
The 'friend of a friend' relationships identified in the study are more likely to involve other women.
- [3]
Men tend to develop more selective one-to-one friendships and are less likely to form relationships through mutual contacts.
- [4]
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.
- [5]
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.
- [6]
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.
- [7]
The researchers say organizations should create more opportunities for staff to build connections across the workplace, believing broader networking opportunities could help employees develop friendships offering both personal support and professional benefit.
- [8]
The paper is cited as Inga Carboni et al, 'Gender differences in workplace friendship development: Insights from network dynamics', Social Networks (2026), DOI 10.1016/j.socnet.2026.07.001.
- [9]
Four survey waves spread across a 10-month observation window average one observation about every 2.5 months.
- [10]
The published summary of the study reports no effect sizes and no gender breakdown of the roughly 150 participants.
- [11]
The press summary credits Parker with leading the research while the journal citation lists Carboni as first author.
- [12]
Female friendship networks were found to contribute more to organizational stability, while male friendships appeared more focused on individual benefit.
- [13]
The researchers argue that women's friendship networks may provide fewer opportunities to access influential contacts, resources and career-enhancing connections, while men's more strategic relationships may be more likely to generate professional advantages and preferential treatment.
- [14]
The researchers suggest these patterns could have wider implications for workplace equality, including the gender pay gap.
- [15]
Previous research has linked close workplace relationships with higher levels of engagement, productivity and innovation.
Sources
1 independent publisher whose own reporting we read for this story.
- phys.orgStudy finds women build strong workplace friendships than men
1 article · August 21, 2026
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