Testing unit asking ethically: a scope-sensitive philanthropy protocol

Do not turn willingness into received funds

The source combines five studies involving 7,996 participants to examine identifiable recipients, numbers of people in need and unit asking. Unit asking first asks about willingness to contribute for a smaller unit and then asks about a larger group. The authors report that this approach increases sensitivity to numerical information. They also find that identification can change affect without reliably changing donations, and that asking about emotion before the donation question can affect responses. These distinctions matter for a family foundation designing communications or evaluating a fundraising partner.

The studies primarily rely on hypothetical donation amounts. That limitation prevents a direct inference about actual revenue, long-term donor relationships or beneficiary outcomes. A family office should therefore treat the paper as evidence for a testable design question. It should not multiply a historical campaign forecast by a supposed universal unit-asking uplift or represent the findings as a guarantee of higher receipts.

Define the unit honestly

The program lead should define what one unit means in the actual intervention before the communications team introduces it. A unit might describe a service episode, a beneficiary or a bounded activity, but it must match a real program concept. Record whether the stated cost is an average, a marginal estimate or an illustrative allocation. Explain shared costs and capacity limits where they matter. The study's experimental unit is not a ready-made accounting model for an operational charity.

When presenting the larger group, keep the relationship between the small and large amounts understandable. Do not imply that all costs scale linearly if they do not. A donor's answer to a hypothetical unit question should not be treated as a pledge or authorization for a larger charge. Make the optional nature of the exercise clear and preserve a straightforward way to decline. The goal is clearer consideration of scope, not pressure through an implied commitment.

Separate identification, scope and question order

The evaluation lead should list each feature that changes between appeal versions. A name or photograph, the number of people described, the unit question and the placement of emotion questions are different interventions. If all change at once, an observed response difference cannot be attributed cleanly to unit asking. The paper is especially useful because it examines interactions and reports that stronger affective reactions did not consistently translate into greater willingness to donate.

Use a version register preserving the exact wording, images, amounts and order of questions. If beneficiary images are used, verify authorization and avoid suggesting that a pictured individual represents every case. Do not infer from a null identification result that personal stories never matter; the authors discuss limits and variation across settings. Equally, do not assume that an emotionally compelling image is evidence that the intervention has improved the donor's understanding of scale.

Choose outcomes before running a local pilot

The finance and evaluation leads should distinguish hypothetical willingness, stated pledges, completed payments, refunds and retained donor relationships. Select one primary outcome suited to the actual purpose, and specify the observation period. If the pilot measures only willingness, report it that way. The study notes problems with unbounded hypothetical donation responses, including very large stated amounts, so a local analysis should predefine how unusual values will be examined and reported.

Preserve both the number of contributors and the distribution of amounts. A few extreme responses can change a mean substantially without showing a broad behavioral shift. Record exclusions and transformations before comparing versions, and present sensitivity analyses where relevant. Do not discard inconvenient observations after seeing which version they favor. If the available sample is small, report uncertainty rather than using a promising average as definitive evidence for rollout.

Keep the donor decision voluntary and informative

The philanthropy director should review whether the sequence supports understanding or creates a misleading anchor. A unit question may make numerical information more salient, but the donor still needs accurate information about the program and discretion over the final amount. Avoid presenting an initial answer as an obligation. Do not require emotional self-disclosure as a condition of accessing program information or making a gift.

The article's emotion-asking result also warns that measurement can influence the decision being measured. A survey is not necessarily a neutral window into a pre-existing preference. If the organization asks respondents to rate their feelings, identify that as part of the intervention and assess whether it is appropriate. Beneficiary dignity, donor comprehension and truthful allocation remain relevant even if a sequence produces more favorable financial responses.

Set rollout and stopping rules

The campaign owner should agree the rollout criterion before inspecting the pilot results. Consider completed receipts, misunderstandings, complaints, abandonment and operational cost together. A design that raises stated willingness while confusing donors about allocation should not be called successful. Keep evidence of actual payment and intended use separate from the wording of the appeal. The program lead remains responsible for delivery after fundraising ends.

Pause the test if the unit-cost claim cannot be supported, if participants believe an exploratory answer is a binding pledge, or if an image or story is used beyond its permission. Stop attributing results to unit asking if uncontrolled changes to the appeal invalidate the comparison. Record the responsible person, correction, and conditions for restarting. Where a campaign proceeds for reasons other than demonstrated effectiveness, state those reasons rather than inventing validation.

This companion is AI-assisted editorial analysis and reports no new primary findings. The original authors are not endorsers of this protocol, and no documented human peer review is claimed. The proposed approach has not been tested in a family-office population. Its purpose is to translate a bounded experimental literature into transparent, ethical local evaluation while keeping hypothetical responses distinct from real philanthropic outcomes.

Source, attribution and limits

[1] Hajdi Moche; Hulda Karlsson; Daniel Västfjäll. Victim identifiability, number of victims, and unit asking in charitable giving. PLOS ONE (2024-03-28). https://doi.org/10.1371/journal.pone.0300863. CC BY 4.0.

Five studies primarily using hypothetical donation amounts; unbounded responses and question-order effects constrain interpretation. No demonstrated family-office revenue effect.

Prepared by the Family Office Private Wealth Journal editorial research desk with AI assistance at the direction of Dr. Freedom Cheteni. Original research authors retain full credit and are not authors or endorsers of this companion. This proposed process has not been evaluated in a new empirical study; no independent peer-review acceptance is claimed. This is educational analysis, not individualized investment, legal or tax advice.

Implementation record

Open the cited sources

1. [1] Hajdi Moche; Hulda Karlsson; Daniel Västfjäll. Victim identifiability, number of victims, and unit asking in charitable giving. PLOS ONE (2024-03-28). ↗