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Weighting for Risk Index

A summary of the weighting applied to each risk factor, including justifications and sources.

How does Kliva's Category Index work?

Category indices give you a quick, comparable picture of a property's risks within Social, Climate and Environment — plus an overall index that weighs all three together. The same calculation model is used in Sweden and Finland, but which risks are included and how they are weighted differs somewhat between the countries.


Three category indices + one overall

Each category receives an index between 0 and 100, where 0 means low impact and 100 high impact in the parts that could be assessed.

  • Climate – flood risks, cloudbursts, wildfires, falls/landslides/erosion, storms, extreme heat, soil moisture, energy performance certificates and more

  • Environment – land contamination, protected areas, water & restrictions, ancient & cultural remains, national interests and landscape values

  • Social factors – Kliva's social dimensions, vulnerable area, population trend

  • Overall index – a weighted combination of the three category indices

During a transition period, you will still see the older weighted risk index alongside the new overall index, so you can compare.


How a group's risk level is calculated

Many risks consist of several sub-rows — for example different flood scenarios under "Flood risks". Score and weight always belong to the group (or the standalone row), never to each individual sub-row. Sub-rows are only used to determine the group's risk level: low, medium or high.

This happens in one of two ways:

  • Max – the group gets the same level as the highest (worst) sub-row. Example: Wildfire has "Open land" (medium) and "Forest land" (high) → the group becomes high.

  • Weighted – each sub-row has a share within the group that sums to 100%, and the level value becomes a weighted average of the sub-rows' levels.

Standalone rows with only one sub-row take their level directly from that row.


From weight and level to score

Within each category, all groups sum to 100%. Risk levels are converted to a level value: no risk = 0, low = 1, medium = 2, high = 3.

For each group, the following then applies:

  • Max score = the group's weight in percent (e.g. Wildfire 12.5% → max 12.5 points within Climate)

  • Score = max score × level value ÷ 3 (Wildfire with high risk → 12.5 × 3 ÷ 3 = 12.5 of 12.5 possible)

  • Category index = (sum of scores ÷ sum of max scores for the groups included) × 100

Important: Don't compare percentages between categories. "25% flood risks" means 25% of Climate — not 25% of the property's entire risk picture.


Overall index – weights

The same distribution applies in both Sweden and Finland:

Category

Share of overall index

Social factors

25%

Climate

45%

Environment

30%

Example: Climate 40, Environment 20, Social 10 → the overall index becomes approximately 26.5 (40 × 45% + 20 × 30% + 10 × 25%). If an entire category is missing, the others are recalculated proportionally.


Weights in Sweden

Climate

Group / row

Share of Climate

How the level is set

Flood risks

25%

Weighted (equal share), 8 sub-rows

Cloudburst

19%

Standalone

Wildfire

12.5%

Max (Open land; Forest land)

Falls, landslides and erosion

12.5%

Max (Stability; Stability zones; Erosion)

Storm or strong winds

12.5%

Standalone

Energy performance certificate and rating

6.5%

Standalone

Extreme heat

6%

Standalone

Soil moisture

6%

Standalone

Environment

Group / row

Share of Environment

How the level is set

Land contamination

32%

Standalone

Protected areas

17%

Weighted (equal share), 10 sub-rows

Water & restrictions

17%

Weighted (equal share), 3 sub-rows

Ancient & cultural remains

17%

Standalone

National interests, nature conservation and outdoor recreation

17%

Weighted (equal share), 4 sub-rows

Map layers that are for visualization only (and not included in the assessment) do not affect the index.

Social factors

Each row is standalone. The five Kliva dimensions together weigh 50%.

Group / row

Share of Social

Vulnerable area

33%

Population trend

17%

Service and Proximity

10%

Safety and Security

10%

Participation and Community

10%

Economy and Health

10%

Education and Upbringing

10%


Weights in Finland

The same overall distribution (Social 25% / Climate 45% / Environment 30%) also applies in Finland. Finland currently has fewer layers, so the weights within Climate, Environment and Social are redistributed across the layers that actually exist.

Climate

Group / row

Share of Climate

How the level is set

Flood risks

33%

Weighted (equal share), 6 sub-rows

Cloudburst

25%

Max (52 mm/h; 80 mm/h)

Wildfire

17%

Standalone

Erosion

17%

Standalone

Extreme heat

8%

Standalone

Environment

Group / row

Share of Environment

How the level is set

Protected areas

33%

Weighted (equal share), 6 sub-rows

Water & restrictions

33%

Weighted (equal share), 2 sub-rows

Ancient & cultural remains

34%

Standalone

Social factors

In Finland, only four of the Kliva dimensions are currently included, 25% each. Vulnerable area and population trend lack Finnish layers and are therefore not included in the Finnish weights.


What happens if data is missing?

If data is missing for a sub-row, it is not counted. If all sub-rows in a group are missing, the entire group is excluded — not treated as "no risk". The category index is then recalculated based on the groups that actually have an assessment, so that missing information doesn't "pretend" to be green.

The weights are transparent: the same figures are used in the help text and in the calculation, and they may be adjusted over time.


FAQ - Category Index

In this section, we've gathered common questions about the category index, with simple answers to help you understand how the numbers fit together.

Do the sub-rows get their own scores?

No. They only affect the group's risk level via max or weighting — the score is always calculated for the group.

What does "max" mean in practice?

The worst assessed sub-row determines the group's level.

What does "weighted" mean?

The sub-rows have shares within the group, and the level value becomes a weighted average of them — unlike max, where only the worst level counts.

Is 50 in Climate the same as 50 in Social?

No. Each category has its own 100-point scale. The overall index weighs them together, with Climate currently weighted the heaviest.

Are the indices comparable between Sweden and Finland?

The formula and the overall distribution (25/45/30) are the same. Within Climate, Environment and Social, both the groups and their shares differ between the countries, so it's best to compare within the same country.

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