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== General overview ==
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Stakeholder-based Impact Scoring (SIS) is a method for quantifying and visualising the advantages and disadvantages of interventions on various stakeholders in a way as simple as possible. The principle behind the method is that performances of one or several project options, on several factors, are compared to a baseline. First, this is done ‘objectively’ with a performance score based on data or expert input. Secondly, stakeholders assign weights to each impact factor, reflecting their ‘subjective’ importance. By multiplying them, we can calculate, aggregate and visualise the negative and positive effects on different stakeholders, in order to compare different project options or to analyse the pros and cons of a single option.  
'''Stakeholder-based Impact Scoring''' (SIS) is a participatory appraisal method that shows who gains and who loses from a planned intervention. It compares one or more options with a baseline, rates how each option performs on a set of impact factors and lets every stakeholder group say how much each factor matters to them. The result is a picture of the positive and negative effects on each group, rather than a single verdict on the best option.


It is important to note that SIS consists of both objective and subjective components, and therefore does not aim to identify a single objectively ‘best’ solution. SIS can thus be used as a dynamic dashboard that provides a quantified overview of the impacts of your project on different stakeholders, which you can adjust at any time based on new information and insights. For more information about the method and calculations, see [https://sshcentre.eu/activities/open-knowledge-platform/ssh-exploration-space/stakeholder-engagement-methods/stakeholder-based-impact-scoring/ this website] or [https://doi.org/10.1016/j.tra.2021.12.004 the article by te Boveldt et al. (2022)].  
SIS was designed by the Mobilise research group at Vrije Universiteit Brussel, and DREAMS uses it to assess the interventions in its [[Living Lab Overview|living labs]] together with the people they affect. It can be run in dedicated online software or in an Excel template, and both are covered below.


Practically, SIS can be done with dedicated software or with an Excel template. The software is faster and easier but the Excel template provides more possibilities to customise visuals and calculations. This manual contains instructions for both options. 
<div class="dreams-btn">[https://www.crispa-sis.eu Open the SIS software →]</div>
</div>


[[File:Infosheets-10-SSH-CENTRE-Stakeholder-based-Impact-Scoring.png|frameless|800x800px|link=Media:Infosheets-10-SSH-CENTRE-Stakeholder-based-Impact-Scoring.pdf]]
== What the method measures ==
<br><br>
== The Manual ==
In short, SIS consists of the following steps:


=== 1. Formulate the problem and the intervention(s) ===
SIS asks one practical question of every option on the table, how would it change things for each group with a stake in it? Each option is described against a baseline, usually doing nothing or carrying on as before, on factors such as safety, noise, costs, visual appearance or air quality. The method then shows how those changes land on residents, commuters, operators, public authorities or any other group you include.
In this first step, describe the interventions you want to evaluate as precisely as possible. Compared to other MCA methods, SIS is quite flexible: you can have one or multiple interventions, they may but do not have to be mutually exclusive. Still, it is important that you also think of a baseline, reference, or do-nothing scenario that you want to evaluate the options against. The interventions may be formulated top-down, i.e., by the governmental institutions or other decision makers, or be the result of a co-creative process with the stakeholders. Enter the names of the interventions in the software or template.


=== 2. Identify the stakeholders ===
Two features set it apart from the appraisal methods planners usually reach for. Unlike cost-benefit analysis, it never has to translate effects into money, so impacts that resist pricing stay in view. Unlike most multi-criteria analysis, it does not need a full set of mutually exclusive alternatives. One option compared with the baseline is enough to produce meaningful results, which suits the outskirts, where there is often a single intervention to shape rather than several to choose between.
Here, identify the individuals or groups that you find important to include in the evaluation. Who is likely to benefit or suffer as a result of the interventions? You may want to involve stakeholders for pragmatic reasons in the sense that you need their support for the project to succeed, or for moral reasons in the sense that  you care about the fair distribution of benefits and burdens.  In SIS, the main role of stakeholders is to assign weights to indicators (step 5). You can organise workshops, organise interviews or distribute a survey. For stakeholder groups that are too large to take everyone’s individual opinion into account, for example when involving all residents of a neighbourhood, the software and the Excel template provide the option to aggregate the weights of the members of a specific group and compute the average. If you want a higher degree of participation, you also might want to consult them for the other steps. You can  do this through interviews or workshops, but there exists no official procedure for that. Enter the stakeholders in the software or templated.  


=== 3. Define indicators ===
== Two components of every score ==
The decision maker or the facilitator makes a list of the indicators on which the advantages or disadvantages of the interventions can be described and compared. In an urban renewal project, for example, indicators could include safety, noise, costs, visual appearance, air quality, etc.  Enter the indicators in the software or template under the tab ‘impact factors’.


The following points are important: 
Every result in SIS is built from two inputs, kept deliberately separate.


* Relevance, clarity and non-ambiguity. Do the interventions have impact with respect the indicators and are they likely to be considered important by the stakeholders? Do the indicators help in comparing the interventions with each other or with the current situation? 
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* Measurability or possibility to estimate impacts. Will it be possible to make a sensible estimation of the impact of the interventions with respect to the indicators? It can help to think of measurement units, although for very qualitative indicators this might be difficult.
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* Completeness. Cover all major aspects and be sure to address the elephants in the room, both the positive and the negative aspects.  Be sure to include each stakeholder’s perspective. For example, when using ‘costs’, indicate who would bear them (e.g. local or national government or private parties). Some indicators might not be relevant for all stakeholders, but this is not a problem as stakeholders can give them zero importance in step 5.  
<div class="sump-body-card__label">Performance score (objective)</div>
* But not too many. (Max. 10-12 factors) so the decision maker and stakeholder can keep the overview and the discussion focused. With If the list gets too long, you can combine multiple indicators in one ‘higher level’ indicators (e.g., ‘air quality’ instead of NOx, SO2, etc.).. 
<div class="sump-body-card__desc">How each option performs on each impact factor compared with the baseline, estimated from data, modelling or expert judgement and translated onto a common scale from minus one to plus one. It records whether an effect is positive or negative and how strong, but not how much it matters.</div>
* Avoid overlap because this lead to certain aspects being counted double. This could happen, for example, when you include ‘environmental impact’, and ‘CO2 emissions’ as well as climate impact. 
</div>
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<div class="sump-body-card__label">Stakeholder weight (subjective)</div>
<div class="sump-body-card__desc">How important each impact factor is to each stakeholder, on a scale from zero to ten. A factor that does not concern a group simply receives a weight of zero, so one shared list of factors can serve every group.</div>
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Multiplying the two gives an impact score for each stakeholder, which can be read separately for positive and negative effects, for one group or for several combined.


=== 4. Rate the performance of each intervention on each indicator ===
[[File:Infosheets-10-SSH-CENTRE-Stakeholder-based-Impact-Scoring.png|frameless|720px|link=Media:Infosheets-10-SSH-CENTRE-Stakeholder-based-Impact-Scoring.pdf|alt=SSH CENTRE infosheet summarising the Stakeholder-based Impact Scoring method]]
In this step each intervention is rated on each indicator as objectively and neutrally as possible.  In the software or template, first, use existing data, modelling outputs, or expert input to describe the effects. For example, on the indicator ‘climate impact’ an intervention is estimated to lead to X amount of CO2 emissions/year.  These descriptions do not affect the eventual result but are useful as a justification. Then, in the same tab in the software or template, do the normalisation, i.e. the translation of the effects into a comparable scale. The standard is a  7-point scale from -1 (most negative) to +1 (most positive), which indicates the intervention’s performance on the indicator in comparison to the baseline scenario (doing nothing or business as usual). It is easiest to base the normalisation on the judgements of experts.  Normalisation is never fully objective, so you might want to consider to consult stakeholders for this, but it might be quite difficult for them to provide input. Note that this score indicates only the positivity or negativity of performance of the intervention on the indicator, but not the importance, which the stakeholders will indicate in the next step.


=== 5. Stakeholders give weights to each indicator ===
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In the software or template, the stakeholders assign weights to each indicator reflecting how important they find them. Each stakeholder has the possibility to a weight between 10 (maximum importance) and 0 (not important). A common approach is to start by identifying the most important factor and then rating the other factors relative to that one. It is possible for multiple factors to have the same weight. It is also possible that no factor receives the maximum weight. There are multiple possible ways to collect the weights from the stakeholders: through surveys, through interviews or through workshops. When sending a survey, make sure that you include all relevant information about your project. The SIS software has an option for sending survey emails directly to the stakeholders.
<div class="dreams-callout__label">A dashboard, not a ranking</div>
Because every score combines an objective and a subjective part, SIS does not name a single best solution. Its value lies in showing where the burdens fall. A group that carries a disproportionate share of the negative effects is the signal to redesign, mitigate or compensate while the intervention can still change. The scores can be updated at any time as new information comes in, so the same assessment can accompany a project from first idea to delivery.
</div>
<br>
== Software or Excel template ==


=== 6. Calculate and analyse results ===
The method works the same way in both versions. The choice comes down to speed against flexibility.
The SIS formula  then computes impact scores by multiplying the performance scores (4) with the weights given by the stakeholders (5). Specific scores can be calculated for positive and negative effects, for each stakeholder individually or combined for multiple stakeholders. These impact scores show the negative and positive impacts. You can use these scores to compare different interventions or to analyse one intervention in detail. It can be important to know if there are any stakeholders disproportionately negatively affected, so to that these effects can be mitigated or compensated.
 
<div class="sump-versus">
<div class="sump-versus__pane">
<div class="sump-versus__head">SIS software</div>
The faster and simpler route. After signing up at [https://www.crispa-sis.eu crispa-sis.eu], choose SIS on the start screen and add a new project, giving it a name, an optional goal and the granularity of the performance scale. The software can also send the weighting survey to stakeholders by email.
</div>
<div class="sump-versus__pane">
<div class="sump-versus__head">Excel template</div>
The more flexible route, with more room to customise the calculations and the charts. The template guides you tab by tab and opens with a short tutorial. Macros have to be enabled for it to work. It holds up to five options, ten stakeholder groups and twenty impact factors, and can split each group into individual representatives.
</div>
</div>
 
== Running an assessment ==
 
Every assessment follows the same six steps, whichever version you use. The planning team usually prepares the first four, stakeholders give their weights in the fifth and the last brings the two together.
 
<div class="dreams-tutorial">
<div class="dreams-tutorial__step">
<div class="dreams-tutorial__title">Formulate the problem and the options</div>
<div class="dreams-tutorial__body">Describe the interventions you want to assess as precisely as you can. You can assess one option or several, and they do not have to exclude one another. What every assessment needs is a baseline, the do-nothing or business-as-usual scenario that each option is measured against. The options can be set by the decision makers or come out of a co-creative process with stakeholders. Enter their names in the software or template.</div>
</div>
<div class="dreams-tutorial__step">
<div class="dreams-tutorial__title">Identify the stakeholders</div>
<div class="dreams-tutorial__body">List the individuals and groups who are likely to benefit or suffer from the options. Some are included for practical reasons, because the project needs their support to succeed, and others for moral ones, because the fair distribution of benefits and burdens matters. Their main role comes in the weighting step, through workshops, interviews or a survey. For groups too large to hear everyone individually, such as all residents of a neighbourhood, both versions can average the weights of the members of a group. If you want a deeper level of participation, stakeholders can also be consulted on the other steps, although there is no fixed procedure for that.</div>
</div>
<div class="dreams-tutorial__step">
<div class="dreams-tutorial__title">Define the impact factors</div>
<div class="dreams-tutorial__body">Draw up the factors on which the options can be described and compared, and enter them under the impact factors tab. Each should be relevant and unambiguous, and it should be possible to estimate how the options perform on it. Cover the uncomfortable effects as well as the welcome ones, and make every stakeholder's perspective visible, for instance by naming who would bear a cost rather than listing costs in general. The tests used when [[Set targets and indicators|choosing the plan's indicators]] apply here too, above all keeping the set small and free of overlap so that no effect is counted twice.</div>
</div>
<div class="dreams-tutorial__step">
<div class="dreams-tutorial__title">Rate each option's performance</div>
<div class="dreams-tutorial__body">Rate every option on every factor as neutrally as possible. First describe the effect from existing data, model outputs or expert input, for example the change in carbon emissions an option is expected to bring each year. These descriptions do not change the result but record the reasoning behind it. Then translate each effect onto the common scale, by default seven points from minus one for the most negative to plus one for the most positive, always relative to the baseline. Expert judgement is the easiest basis for this. It is never fully objective, and stakeholders can be consulted, although they often find it hard to rate effects in this form.</div>
</div>
<div class="dreams-tutorial__step">
<div class="dreams-tutorial__title">Collect the stakeholder weights</div>
<div class="dreams-tutorial__body">Each stakeholder gives every factor a weight from zero, not important, to ten, most important. A good way in is to pick the most important factor first and rate the others against it. Several factors can share a weight, and no factor has to reach ten. Weights can be gathered through surveys, interviews or workshops. When you send a survey, include everything respondents need to know about the project, since they can only weigh what they understand.</div>
</div>
<div class="dreams-tutorial__step">
<div class="dreams-tutorial__title">Calculate and read the results</div>
<div class="dreams-tutorial__body">The tool multiplies each performance score by the matching weight and adds the results up into impact scores, split into positive and negative effects, per stakeholder or across several. Use them to compare options or to take one option apart factor by factor. Look first for any group that is disproportionately worse off, because that is where mitigation or compensation is needed. Revisit the scores as the project develops and new evidence comes in.</div>
</div>
</div>
 
<div class="dreams-handoff">
<div class="dreams-handoff__label">Stakeholder-based Impact Scoring</div>
[https://www.crispa-sis.eu Open the SIS software →] to set up an assessment of your own. The full manual, covering both the software and the Excel template, is included as an appendix to [[Publications/6|DREAMS Deliverable 6.1]], and the method and its first application are published in [https://doi.org/10.1016/j.tra.2021.12.004 te Boveldt et al. (2022)].
</div>
 
<div class="sump-sources">
<div class="sump-sources__title">Sources and further information</div>
<div class="sump-sources__item"><span class="sump-sources__ref">[[Publications/6|DREAMS Deliverable 6.1]]</span>: the SIS manual by te Boveldt (Appendix V) and the role of SIS in evaluating the living lab interventions.</div>
<div class="sump-sources__item"><span class="sump-sources__ref">[https://doi.org/10.1016/j.tra.2021.12.004 When monetarisation and ranking are not appropriate. A novel stakeholder-based appraisal method]</span>, te Boveldt, Keserű and Macharis (2022), Transportation Research Part A 156.</div>
<div class="sump-sources__item"><span class="sump-sources__ref">[https://sshcentre.eu/activities/open-knowledge-platform/ssh-exploration-space/stakeholder-engagement-methods/stakeholder-based-impact-scoring/ Stakeholder-based Impact Scoring]</span>, SSH CENTRE method page and infosheet.</div>
</div>

Latest revision as of 11:46, 21 September 2026

Stakeholder-based Impact Scoring (SIS) is a participatory appraisal method that shows who gains and who loses from a planned intervention. It compares one or more options with a baseline, rates how each option performs on a set of impact factors and lets every stakeholder group say how much each factor matters to them. The result is a picture of the positive and negative effects on each group, rather than a single verdict on the best option.

SIS was designed by the Mobilise research group at Vrije Universiteit Brussel, and DREAMS uses it to assess the interventions in its living labs together with the people they affect. It can be run in dedicated online software or in an Excel template, and both are covered below.

What the method measures

SIS asks one practical question of every option on the table, how would it change things for each group with a stake in it? Each option is described against a baseline, usually doing nothing or carrying on as before, on factors such as safety, noise, costs, visual appearance or air quality. The method then shows how those changes land on residents, commuters, operators, public authorities or any other group you include.

Two features set it apart from the appraisal methods planners usually reach for. Unlike cost-benefit analysis, it never has to translate effects into money, so impacts that resist pricing stay in view. Unlike most multi-criteria analysis, it does not need a full set of mutually exclusive alternatives. One option compared with the baseline is enough to produce meaningful results, which suits the outskirts, where there is often a single intervention to shape rather than several to choose between.

Two components of every score

Every result in SIS is built from two inputs, kept deliberately separate.

Performance score (objective)
How each option performs on each impact factor compared with the baseline, estimated from data, modelling or expert judgement and translated onto a common scale from minus one to plus one. It records whether an effect is positive or negative and how strong, but not how much it matters.
Stakeholder weight (subjective)
How important each impact factor is to each stakeholder, on a scale from zero to ten. A factor that does not concern a group simply receives a weight of zero, so one shared list of factors can serve every group.

Multiplying the two gives an impact score for each stakeholder, which can be read separately for positive and negative effects, for one group or for several combined.

SSH CENTRE infosheet summarising the Stakeholder-based Impact Scoring method

A dashboard, not a ranking

Because every score combines an objective and a subjective part, SIS does not name a single best solution. Its value lies in showing where the burdens fall. A group that carries a disproportionate share of the negative effects is the signal to redesign, mitigate or compensate while the intervention can still change. The scores can be updated at any time as new information comes in, so the same assessment can accompany a project from first idea to delivery.


Software or Excel template

The method works the same way in both versions. The choice comes down to speed against flexibility.

SIS software

The faster and simpler route. After signing up at crispa-sis.eu, choose SIS on the start screen and add a new project, giving it a name, an optional goal and the granularity of the performance scale. The software can also send the weighting survey to stakeholders by email.

Excel template

The more flexible route, with more room to customise the calculations and the charts. The template guides you tab by tab and opens with a short tutorial. Macros have to be enabled for it to work. It holds up to five options, ten stakeholder groups and twenty impact factors, and can split each group into individual representatives.

Running an assessment

Every assessment follows the same six steps, whichever version you use. The planning team usually prepares the first four, stakeholders give their weights in the fifth and the last brings the two together.

Formulate the problem and the options
Describe the interventions you want to assess as precisely as you can. You can assess one option or several, and they do not have to exclude one another. What every assessment needs is a baseline, the do-nothing or business-as-usual scenario that each option is measured against. The options can be set by the decision makers or come out of a co-creative process with stakeholders. Enter their names in the software or template.
Identify the stakeholders
List the individuals and groups who are likely to benefit or suffer from the options. Some are included for practical reasons, because the project needs their support to succeed, and others for moral ones, because the fair distribution of benefits and burdens matters. Their main role comes in the weighting step, through workshops, interviews or a survey. For groups too large to hear everyone individually, such as all residents of a neighbourhood, both versions can average the weights of the members of a group. If you want a deeper level of participation, stakeholders can also be consulted on the other steps, although there is no fixed procedure for that.
Define the impact factors
Draw up the factors on which the options can be described and compared, and enter them under the impact factors tab. Each should be relevant and unambiguous, and it should be possible to estimate how the options perform on it. Cover the uncomfortable effects as well as the welcome ones, and make every stakeholder's perspective visible, for instance by naming who would bear a cost rather than listing costs in general. The tests used when choosing the plan's indicators apply here too, above all keeping the set small and free of overlap so that no effect is counted twice.
Rate each option's performance
Rate every option on every factor as neutrally as possible. First describe the effect from existing data, model outputs or expert input, for example the change in carbon emissions an option is expected to bring each year. These descriptions do not change the result but record the reasoning behind it. Then translate each effect onto the common scale, by default seven points from minus one for the most negative to plus one for the most positive, always relative to the baseline. Expert judgement is the easiest basis for this. It is never fully objective, and stakeholders can be consulted, although they often find it hard to rate effects in this form.
Collect the stakeholder weights
Each stakeholder gives every factor a weight from zero, not important, to ten, most important. A good way in is to pick the most important factor first and rate the others against it. Several factors can share a weight, and no factor has to reach ten. Weights can be gathered through surveys, interviews or workshops. When you send a survey, include everything respondents need to know about the project, since they can only weigh what they understand.
Calculate and read the results
The tool multiplies each performance score by the matching weight and adds the results up into impact scores, split into positive and negative effects, per stakeholder or across several. Use them to compare options or to take one option apart factor by factor. Look first for any group that is disproportionately worse off, because that is where mitigation or compensation is needed. Revisit the scores as the project develops and new evidence comes in.
Stakeholder-based Impact Scoring

Open the SIS software → to set up an assessment of your own. The full manual, covering both the software and the Excel template, is included as an appendix to DREAMS Deliverable 6.1, and the method and its first application are published in te Boveldt et al. (2022).

Sources and further information
DREAMS Deliverable 6.1: the SIS manual by te Boveldt (Appendix V) and the role of SIS in evaluating the living lab interventions.
When monetarisation and ranking are not appropriate. A novel stakeholder-based appraisal method, te Boveldt, Keserű and Macharis (2022), Transportation Research Part A 156.
Stakeholder-based Impact Scoring, SSH CENTRE method page and infosheet.