Guidance 93
The Cost Case for Social Connection Programmes, Built Honestly
How to build a funding case for a social prescribing or connection programme without borrowing a mortality statistic to answer a service-use question.
Why Aged-Care Befriending Models Don't Transfer Cleanly to the Workplace
Employers borrowing peer-buddy and befriending schemes from older-adult loneliness research should check the mechanism before the format. What worked in aged care was recently outperformed by a more structured approach in its own population.
Evaluating Groups With Roles Versus Groups Without Them
When a group programme assigns members defined roles rather than just facilitating contact, the outcomes look different. A guide to what to measure and what to tell a funder.
The Capability Gap: Training Staff for Asks the Evidence Can't Support
A framework for training staff to handle requests — from commissioners, boards, or their own enthusiasm — for outcomes the connection evidence base cannot actually promise.
When to Stop Running a Social Connection Activity
A new study on social media and loneliness is a reminder that feeling connected and being less lonely are not the same outcome. Here is how to decide whether a group, activity, or referral pathway has earned its place on the caseload.
Are You Evaluating a Service or a Community? Pick One
Programmes that deliver a service and programmes that build a community succeed on different metrics. Using the wrong one is why funders see decline where members see health.
Match the Intervention to the Problem, Not the Referral Category
Befriending, volunteering, and structured group activity solve different problems. Before commissioning any of them, work out whether you're dealing with isolation or loneliness — they are not the same thing.
How to Write a Funding Case a Commissioner Can Actually Use
A sequenced procedure for translating a social connection programme into the outcome language commissioners are already accountable for, with the evidence that supports each claim and what to leave out.
Reach Is Not a Warm-Up Act for Outcomes
Programme managers under pressure to show outcomes often skip the reach data that would tell them whether those outcomes mean anything. Both numbers answer different questions, and neither substitutes for the other.
Report the Dropout, Not Just the Completers
Most social prescribing reports quietly measure outcomes only for people who finished the programme. That one choice can turn a mediocre service into a glowing one on paper — here is how to stop doing it.
How to Design a Loneliness Programme Evaluation You Can Actually Run
A sequenced approach to evaluation design for social connection programmes, built around what a small team can realistically measure — not what a systematic review would prefer.
How to Choose Outcome Measures a Commissioner Will Actually Accept
A sequenced approach to picking loneliness and connection outcome measures that survive a funding review — not just the ones easiest to collect.
Matching the Intervention to the Driver, Not the Label
A referral marked 'lonely' is not enough information to act on. A step-by-step approach to working out what kind of disconnection you are dealing with before you choose an intervention.
What the Science Remote-Work Study Actually Gives You for a Cost Case
A new study puts a number on remote work's contribution to isolation. Here's what it does and doesn't let you claim to a finance director, and what evidence to use for the rest.
Choosing Outcome Measures a Commissioner Will Accept
A framework for selecting loneliness and connection outcomes that hold up to commissioner scrutiny, built around which measures the evidence base actually supports.
Measuring the Handoff, Not Just the Outcome
How to evaluate a social prescribing referral pathway when the thing most likely to fail is the handoff between clinician and community link worker — not the activity at the end of it.
Measuring Safety, Not Just Outcomes, in One-to-One Befriending
Social prescribing and befriending schemes measure loneliness scores and service-use reductions well. They measure safeguarding risk almost not at all — here is what the published evidence actually covers, and what it leaves for you to build.
Choosing Between a Digital and In-Person Group: What the Evidence Actually Supports
Before you build a group programme, decide whether it runs online or in a room. The evidence on which format reduces loneliness is thinner than most funders assume — here is how to make the call and measure it honestly.
Why the Workplace Social Programme Rarely Touches Loneliness
A post-mortem on the standard employer response to workplace loneliness data — optional social events layered onto unchanged work structures — and why it fails to move the numbers it was built to fix.
How to Decide When to Stop Running a Connection Programme
A sequenced procedure for deciding whether to close, redesign, or keep funding a social connection programme, built around the evidence you actually have rather than the evidence you wish you had.
What to Train Frontline Staff to Say About Loneliness — and What to Cut
A script audit for social prescribing link workers and clinicians: which phrases about loneliness and isolation are backed by evidence, which overpromise, and which quietly insult the person in front of you.
Evaluating a Workplace Connection Programme: What You Can Actually Measure
Most employers evaluate loneliness programmes with a single satisfaction survey. Here is a design that survives scrutiny without requiring a research team.
A Step-By-Step Method For Tracking Who Your Social Prescribing Programme Never Reaches
Outcome data tells you whether the people who showed up got better. It tells you nothing about who never showed up. A sequenced method for tracking reach alongside outcomes, and why funders should ask for both.
How to Report Attrition Without Burying It or Weaponising It
A practice note on presenting dropout data in social prescribing and connection programme reports so it strengthens your case to funders rather than undermining it.
Reach Metrics Tell You Who You Missed, Not Whether It Worked
Attendance counts and outcome scores answer different questions. A practice note on why training programmes need both, and what happens when they collect only one.
The Denominator Problem: What Attrition Numbers Actually Mislead
Most attrition figures in connection programme reports answer the wrong question. A guide to choosing the right denominator and reporting dropout in a way a funder can actually use.
Why Drop-In Social Groups Look Successful Right Up Until They Collapse
Attendance and satisfaction scores make a struggling social group look fine for months. A practice note on the measurement gap that lets the fourth-session cliff go unnoticed until the group is gone.
What to Measure When Your Connection Programme Runs on Volunteers
If your befriending, mentoring, or visiting programme depends on volunteers, your evaluation plan has to track the volunteer pipeline as closely as the outcomes — because attrition there is usually what breaks the results.
Building an Honest Cost Case for a Connection Programme
How to make a defensible financial case for a social connection programme to a funder, without overstating savings the evidence cannot yet support.
The Fidelity Metrics That Catch a Programme Drifting as It Scales
A new study on third-place closures shows why a connection programme that worked in one place can fail in another. Here's what to measure before and during rollout to catch the drift early.
Evaluating Connection Training Without a Research Budget
A practical design for evaluating staff training in social connection skills, built around what a programme team can actually measure without a control group or a grant for a trial.
Choosing Outcome Measures a Workplace Commissioner Will Actually Accept
A sequenced approach to picking loneliness and connection metrics for a workplace programme that will survive scrutiny from finance, HR leadership, or an external commissioner — not just a satisfaction survey.
Making the Case to Commissioners: What to Measure and Why
Commissioners fund outcomes, not activity. A guide to picking outcome measures for social connection programmes that survive a funding panel's questions, and being honest about what the evidence can and can't support.
When to Stop Running a Connection Programme
A decision framework for funders and programme managers on closing, not just launching, social connection initiatives — with the evidence thresholds that should trigger a stop.
What to Measure Before You Scale a Connection Programme
Growth usually breaks the mechanism that made a small programme work. A practical set of checks for what to measure before, during, and after scaling.
How to Evaluate a Social Connection Referral Pathway Without a Research Team
A practical evaluation design for social prescribing and connection referral programmes that a link worker or programme manager can actually run, using outcomes the data already supports.
Evaluating a Borrowed Model: What Changes When You Move It to a New Population
A checklist and evidence framework for programme managers adapting a connection intervention validated on one population — older adults, say — to a different group, such as new parents or remote workers.
Which Outcome Measures a Commissioner Will Actually Accept
A practical guide to choosing social prescribing outcome measures that survive commissioner scrutiny, including which tools have evidence behind them and which just look rigorous.
Count Who You Missed, Not Just Who Improved
Community connection programmes almost always report outcomes for the people who turned up and nothing about the people who did not. A practical method for building a reach denominator you can defend to a funder, and why outcome data alone will mislead you.
What to Train Frontline Staff to Say When They Ask About Loneliness
A script-level guide to training link workers and clinicians to ask about social isolation and loneliness without triggering stigma, false reassurance, or the fix-it reflex.
How to Report Attrition Without Burying It
A practice note on reporting who drops out of a social connection programme, and why the honest version of that number strengthens a funding case rather than weakening it.
When a Funder Wants Outcomes the Evidence Cannot Promise
A sequenced approach for link workers and programme managers asked to commit to outcomes — reduced GP attendance, lower loneliness scores by a fixed date — that the social prescribing evidence base cannot actually support.
Fixing the Point Where Workplace Connection Programmes Lose People
Most peer groups and buddy schemes don't fail at launch. They fail at week four, when novelty runs out and nothing structural replaces it. Here's how to build past that point.
The Venue Decisions That Quietly Decide Who Shows Up
Room choice, timing, and how findable the door is predict attendance more than most programme content does. A guide to measuring which logistics decisions are costing you participants.
Scaling a Connection Programme Without Losing the Thing That Worked
A funder asks you to take a successful small programme to three times the size. What you measure and staff at that stage decides whether it still works, and most scale-up plans get the sequence backwards.
How to Choose Loneliness Outcome Measures a Commissioner Will Sign Off
A sequenced procedure for picking outcome measures for a social connection programme that will survive scrutiny from a commissioner, funder, or NHS integrated care board — and the measures that keep getting rejected.
How to Report Attrition Without Hiding the Failure Rate
A step-by-step approach to reporting who dropped out of a connection programme and why, so the numbers survive scrutiny from a funder or a skeptical board.
Counting Who Showed Up Is Not the Same as Counting Who Got Better
A practice note on why social prescribing reports need a reach number and an outcome number, kept separate, and what happens to programme decisions when they get collapsed into one.
How to Tell If You're Measuring a Service or a Community
A step-by-step way to check whether your programme's evaluation is only capturing service delivery, and what to measure instead if the goal is durable community.
When the Evidence Base Doesn't Support What You're Being Asked to Fund
A practice note for programme managers asked to prove a social connection intervention reduces isolation, prevents disease, or cuts costs, when the underlying trial evidence cannot support that claim.
Measure Your Volunteers the Way You Measure Your Participants
A step-by-step method for tracking volunteer recruitment, training and retention in a connection programme, including which numbers to collect from the first cohort and which claims the evidence will not support.
Matching the Prescription to the Need, Not the Referral
Isolation, loneliness, and lack of purpose are different problems with different fixes. A guide to diagnosing which one you are looking at before you prescribe a group.
Why the Loneliness Toolkit Built for Retirees Doesn't Work on Your 27-Year-Olds
Gallup's new global data shows loneliness is a young person's problem, not an old person's one. Most workplace interventions were designed for the opposite population.
Designing a Loneliness Evaluation You Can Actually Run
A six-step framework for evaluating a community connection programme with one part-time coordinator and no research budget — including what pre-post data can and cannot support when you put it in front of a funder.
How Social Prescribing Schemes Actually Evaluate What They Do
Drawing on published reviews of social prescribing evaluation, a look at what a workable evaluation design looks like when you don't have a research budget or a control group.
Before You Evaluate a Connection Programme, Audit Its Logistics
Attendance data from workplace connection programmes is usually a logistics signal, not an engagement signal. Here is how to separate the two before you report results to a funder or a leadership team.
What the KFF Survey Means for Deciding When to End a Group
KFF's new breakdown of loneliness by race and discrimination reframes a question most social prescribing programmes avoid: when is stopping a group the right call, not a failure of retention?
Measuring the Handoff: Where Referral Pathways Actually Fail
A guide to evaluating social prescribing and community referral pathways by tracking the handoff points, not just the endpoint outcomes.
Picking Loneliness Metrics a Commissioner Will Actually Fund
A practical guide for workplace programme leads on which loneliness and connection measures hold up under commissioner scrutiny, and which ones invite a budget cut.
When the Mortality Stats Don't Cover Your Training Programme
A guide for programme managers asked to justify staff training in social connection using population-level mortality evidence it was never designed to support.
How to Report Attrition Without Hiding What It Means
A practice note on reporting programme dropout honestly: what to disclose, how to frame it for funders, and the specific phrasing that tends to conceal rather than explain.
Who Holds a Workplace Group Together: A Role Audit for Peer Groups and ERGs
A practical way to evaluate whether a workplace connection group has the roles it needs to survive past its founder — with the measures to track and the table to bring to a funder.
How to Measure Who Social Prescribing Actually Reaches
A procedure for tracking reach alongside outcomes in social prescribing, so a scheme that works well for the people it enrols doesn't get mistaken for a scheme that works well for the people it was meant to enrol.
How to Script Loneliness Conversations Without Making Them Worse
What to train link workers, receptionists, and support staff to say when someone discloses loneliness — and the three phrases that reliably shut disclosure down.
What Social Prescribing Evaluations Actually Measure, and What to Copy
Published reviews of social prescribing evaluations show a narrow, workable set of measurement choices. Here is what to take from them when designing an evaluation you can run with the staff and time you actually have.
Building the Cost Case for Workplace Connection Without Overselling It
A guide to making a defensible financial case for workplace social connection programmes, including which numbers hold up, which don't, and how to present uncertainty to a budget holder.
What You Lose When You Scale a Connection Programme
Scaling a social connection programme past its founding cohort usually strips out the element that made it work. A practice note on what to measure before you expand, and what to protect deliberately.
What Social Prescribing Reports Leave Out When They Report Attrition
A systematic review found all nine included social prescribing studies reported positive impacts. That uniformity is a warning sign about how attrition gets handled, not evidence the approach works for everyone.
Funding Applications When the Evidence Base Is Thin
A case approach to writing funding applications for social connection programmes when the underlying evidence does not support the outcomes a funder wants claimed.
When to Stop Running a Social Prescribing Group
A decision framework for programme managers deciding whether a struggling group activity should be fixed, restructured, or closed — and how to close it without harming the people in it.
Which Outcome Measures Will Actually Survive a Commissioner's Review
A practical guide to choosing loneliness and isolation outcome measures that hold up when a commissioner asks what changed — and why satisfaction scores rarely do.
Matching the Programme to the Kind of Disconnection, Not the Word 'Loneliness'
Employers keep buying the same wellbeing perk for three different problems. A look at how workplace loneliness interventions can be matched to what is actually driving disconnection, rather than treated as one thing.
Reporting Attrition Honestly in Social Prescribing Evaluations
Dropout data in connection programmes is usually buried, not analysed. A practical approach to counting, categorising, and reporting attrition so a funder can trust the outcome numbers that remain.
Digital or In-Person Groups: What to Actually Require in an Evaluation
Before funding a digital or in-person connection programme, decide what evidence you will require to compare them — because the literature on modality itself is thinner than most bids imply.
Before You Reuse a Loneliness Measure on a New Population, Check This
Adapting a loneliness or isolation instrument built for one population -- usually older adults -- to a different group is common practice. It is also where a lot of programme data quietly stops meaning anything.
The Week Four Problem: Where Social Prescribing Referrals Actually Fall Away
Attendance in social prescribing groups does not decline evenly. It collapses at a specific point after the first visit — and most programmes are not tracking closely enough to see it happen.
Choosing Outcome Measures a Commissioner Will Actually Accept
A guide to picking loneliness and connection outcome measures that survive commissioner scrutiny, drawn from how social prescribing evaluations have approached the same problem.
Reach and Outcome Are Different Numbers: A Framework for Measuring Both
A framework for social prescribing and connection programmes that separates who you reached from what changed for them, and explains why funders need both numbers to mean anything.
Evaluating Training on Loneliness and Connection Without an RCT Budget
A sequenced approach to evaluating loneliness or connection training that a small programme can actually run, without borrowing the trappings of a clinical trial it cannot afford.
When the Study Proves the Problem but Not the Fix
A new Japanese panel study confirms loneliness rose during the pandemic. That is not the same as evidence for any particular programme, and treating it that way is a common and costly mistake.
Writing Your Outcomes Case in the Commissioner's Language, Not Yours
Commissioners fund risk reduction and service use, not warm feelings. A practical guide to translating social connection outcomes into the terms a funding panel actually scores.
Building a Cost Case for Workplace Connection Without Overselling It
A practice note on how to justify budget for workplace loneliness programmes honestly — using the absence data you actually have, not mortality statistics that were never designed to answer a business question.
Measuring Whether Group Roles Actually Reduce Isolation
A guide to evaluating structure inside group programmes — welcome roles, rotating tasks, and named responsibilities — rather than just counting attendance.
Reporting Attrition Honestly When You Write Up a Connection Programme
A practice note on how to report dropout in social connection programmes without hiding it inside an average, and what a funder should actually be told.
Which Outcome Measure Will Actually Survive Renewal
A practical guide to choosing between loneliness scales, wellbeing scores, and service-use data when a commissioner asks how you know social prescribing worked.
Designing Groups That Survive Week Four
Most connection programmes do not fail at recruitment. They fail between the third and fifth session, and the causes are structural rather than motivational.
Designing a Connection Evaluation You Can Actually Run
Social prescribing schemes have produced the largest published body of evaluated connection work. What their evaluations actually measured, what they got wrong, and how to design a study your team can complete with the staff you have.
Measuring Whether Your Connection Programme Reaches Anyone Who Needed It
Attendance numbers tell you who showed up, not who was reached. A guide to evaluating workplace connection programmes for recruitment bias, not just participation.
The Discharge Cliff: Why Time-Limited Social Prescribing Referrals Lose Their Gains
Fixed-term referral programmes report good short-term results and then watch them evaporate. A look at why the model itself, not the delivery, produces this pattern.
Measuring Volunteer Recruitment, Training, and Retention as Leading Indicators
Volunteer attrition is the metric most social connection programmes fail to track, even though it predicts outcome failure earlier than any beneficiary survey. A guide to measuring the volunteer pipeline itself.
Why the Older-Adult Isolation Checklist Doesn't Travel
Social prescribing measurement was built around isolated older adults. As schemes expand to young adults, new parents, and employees, the same instruments are being reused without being re-checked. Here is what that costs.
When to Kill a Workplace Connection Programme
A practical set of decision rules for deciding whether a peer group, buddy scheme, or social club at work has stopped earning its budget line — before someone else decides for you.
How to Measure Reach in Social Prescribing, Not Just Outcomes
A step-by-step approach to tracking who a social prescribing service actually reaches, and why an outcomes-only report can look like success while missing most of the population it was meant to serve.