Appropriate Thresholds and Metrics for LEVEL(S) Key Performance Indicators (KPIs)
Abstract
1. Introduction
2. Research Method
3. Analysis of the Gaps in the LEVEL(S) Framework: Key Performance Indicators (KPIs) and Areas of Improvement
4. Threshold and Metric Analysis: Methods and Tools to Measure the Indicators
4.1. First Macro-Objective: Greenhouse Gas and Air Pollutant Emissions Along a Building’s Life Cycle
4.2. Second Macro-Objective: Resource-Efficient and Circular Material Life Cycles
4.3. Third Macro-Objective: Efficient Use of Water Resources
4.4. Fourth Macro-Objective: Healthy and Comfortable Spaces
4.5. Fifth Macro-Objective: Methods and Tools to Measure Adoption and Resilience to Climate Change
4.6. Sixth Macro-Objective: Methods and Tools to Measure Optimized Life Cycle Cost and Value
4.7. Overview
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
Macro-Objective | Indicator | Metrics | Unit |
---|---|---|---|
1. Greenhouse gas and air pollutant emissions along a building’s life cycle | 1.1. Use stage energy performance | Heating | (kWh/m2/year) |
Cooling | |||
Ventilation | |||
Domestic hot water | |||
Lighting | |||
1.2. Life cycle global warming potential | GWP-fossil | (kg CO2 e/m2/year) | |
GWP-biogenic | |||
GWP-GhGs (fossil + biogenic) | |||
GWP-land use and land use change | |||
GWP-overall (fossil + biogenic + land use and land use change) | |||
2. Resource-efficient and circular materials life cycles | 2.1. Bill of quantities, materials, and lifespans | Total quantity of materials used | (Tonnes and %) |
Quantities of materials used split by building aspect | (Tonnes and %) | ||
Cost of Materials used | (€ and %) | ||
Normalized total materials | (kg/m2) | ||
Normalized total cost | (€/) | ||
2.2. Construction and demolition waste and materials | Quantity of waste | (kg/m2) | |
2.3. Design for adaptability and renovation | Adaptability score | - | |
2.4. Design for deconstruction, reuse, and recycling | - | (Dimensionless scoring of the circularity potential of a building) | |
3. Efficient use of water resources | 3.1. Use stage water consumption | Total water consumption per occupant | m3/person |
Water-efficient sanitary devices and fittings | l/flush | ||
Water Scarcity Indicator (WEI+) | - | ||
Rainwater harvesting and greywater reuse potential | - | ||
Irrigation water needs for vegetated areas | l/day | ||
Water metering and Submetering | - | ||
4. Healthy and comfortable spaces | 4.1. Indoor air quality | Ventilation Rate (airflow) | (l/s/) |
Total Volatile Organic Compounds (VOCs) | (µg/m3) | ||
Formaldehyde | µg/m3 | ||
Benzene | µg/m3 | ||
Relative Humidity | % | ||
CMR VOCs | (µg/m3) | ||
R-Value | (Decimal Ratio) | ||
Radon | Bq/m3 | ||
Particulate Matter < 2.5 µg | (µg/m3) | ||
Particulate Matter < 10 µg | (µg/m3) | ||
4.2. Time outside of thermal comfort range | PMV | (Percentage of time) | |
PPD | |||
4.3. Lighting and visual comfort | Daylight Factor (DF) | (%) | |
Spatial Daylight Autonomy (sDA) | (%) | ||
Daylight Glare Probability (DGP) | - | ||
Task Illuminance | lux | ||
Luminance | Candela | ||
Surface reflectance, shape, and color | % reflectance | ||
Melanopic irradiance/ equivalent daylight illuminance | - | ||
Visual hierarchy | - | ||
Luminance Distribution | - | ||
Brightness Contrast | - | ||
Illuminance Uniformity | % | ||
Intensity | Y/N | ||
Color Properties (incl. CCT, Saturation, Hue, CRI) | Y/N | ||
Color rendering | - | ||
Color consistency | - | ||
Correlated Color Temperature | K | ||
4.4. Acoustic and protection against noise | Façade Sound Insulation | decibels (dB) | |
Airborne Sound Insulation | |||
Impact Sound Insulation | |||
Service Equipment Noise | |||
Room Acoustics | |||
5. Adaption and resilience to climate change | 5.1. Protection of occupier health and thermal comfort | - | (Percentage of time) |
5.2. Increased risk of extreme weather events | - | - | |
5.3. Increased risk of flood events | Rainfall data | mm per unit time | |
Total plot area | m2 | ||
Total green space created | m2 or % of the total plot area | ||
Total stormwater retention capacity onsite | m3 | ||
Runoff Rates | l/s | ||
Retention Capacity | m3 | ||
Discharge Rates | l/s | Discharge Rates | l/s |
6. Optimized life cycle cost and value | 6.1. Life Cycle Cost | Initial costs | (€/m2/yr) |
Annual costs | |||
Periodic costs | |||
Global costs by life cycle stage | |||
6.2. Value creation and risk exposure | Increased revenues from more stable investments | € | |
Reduced operational overheads | |||
Reduced exposure to future risk |
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Macro-Objective | Indicator | LEVEL(S) Threshold | LEVEL(S) Metric |
---|---|---|---|
1. Greenhouse gas and air pollutant emissions along a building’s life cycle | 1.1. Use stage energy performance | ✓ | ✓ |
1.2. Life Cycle Global Warming Potential | 🗶 | ✓ | |
2. Resource-efficient and circular materials life cycles | 2.1. Bill of quantities, materials, and lifespans | 🗶 | ✓ |
2.2. Construction and demolition waste and materials | ✓ | ✓ | |
2.3. Design for adaptability and renovation | ✓ | ✓ | |
2.4. Design for deconstruction, reuse, and recycling | ✓ | 🗶 | |
3. Efficient use of water resources | 3.1. Use stage water consumption | ✓ | ✓ |
4. Healthy and comfortable spaces | 4.1. Indoor air quality | ✓ | ✓ |
4.2. Time outside of thermal comfort range | 🗶 | ✓ | |
4.3. Lighting and visual comfort | 🗶 | ✓ | |
4.4. Acoustic and protection against noise | 🗶 | ✓ | |
5. Adaption and resilience to climate change | 5.1. Protection of occupier health and thermal comfort | ✓ | 🗶 |
5.2. Increased risk of extreme weather events | 🗶 | 🗶 | |
5.3. Increased risk of flood events | 🗶 | ✓ | |
6. Optimized life cycle cost and value | 6.1. Life cycle cost | 🗶 | ✓ |
6.2. Value creation and risk exposure | 🗶 | ✓ |
EU Climatic Zone | Office Buildings | Residential Buildings |
---|---|---|
Mediterranean | <70 kWh/m2y | <60 kWh/m2y |
Oceanic | <85 kWh/m2y | <60 kWh/m2y |
Continental | <85 kWh/m2y | <65 kWh/m2y |
Nordic | <90 kWh/m2y | <75 kWh/m2y |
Climate Zone | Building Type | NZEBs Benchmark | NZEB Targets (kWh/m2y) | |
---|---|---|---|---|
Net Primary Use (kWh/m2y) | Total Primary Use (kWh/m2y) | |||
Mediterranean (e.g., Catania, Athens, Larnaca, Luga, Seville, Palermo) | Residential | 40–55 | 85–100 | 35–100 |
Non-residential | 20–30 | 80–90 | 60–175 | |
Oceanic (e.g., Paris, Amsterdam, Berlin, Brussels, Copenhagen) | Residential | 15–30 | 50–65 | 15–70 |
Non-residential | 40–55 | 85–100 | 40–150 | |
Continental (e.g., Budapest, Bratislava, Ljubljana, Milan, Vienna) | Residential | 20–40 | 50–70 | 20–125 |
Non-residential | 40–55 | 85–100 | 25–125 | |
Nordic (e.g., Stockholm, Helsinki, Riga, Gdansk, Tovarene) | Residential | 40–65 | 65–90 | 65–95 |
Non-residential | 55–70 | 85–100 | 95–110 |
Topic Treated by LEVEL(S) | CASBEE [54] | GREEN STAR [55] | BREEAM [56] | LEED [57] | ITACA [23] |
---|---|---|---|---|---|
Use stage energy performance | LR1.2 Natural Energy Utilization | 🗶 | ENE01 Reduction in energy use and carbon emission | Annual Energy use | Useful energy and non-renewable primary energy requirements during the life cycle Energy from renewable sources |
LR1.3 Efficiency in Building Service System | ENE 02b Energy monitoring | ||||
LR1.4 Efficient Operation | |||||
LR2.2 Reducing Usage of Non-renewable Resources | |||||
Life Cycle Global Warming Potential | LR3.1 Consideration of Global Warming | Construction Environmental Management | ENE 04 Low carbon design | Low Emitting Products | CO2 Equivalent emissions |
LR3.2 Consideration of Local Environment | Greenhouse Gas Emissions | MAT 01 Life cycle impacts | |||
LR3.3 Consideration of Surrounding Environment | Life Cycle Impacts |
Construction Waste (CW) | Demolition Waste (DW) | Excavation Waste (EW) | |
---|---|---|---|
New construction in rural area | Normal levels (e.g., 48–135 kg/m2) | Low or zero. Nothing to demolish. | Can be high due to need to clear and level site, connect utilities and put foundations in place. |
New construction in suburban area | |||
New construction in urban area | Same as above, plus a high risk of contaminated soil. | ||
Demolition and new construction in any area | Very high (e.g., 664–1637 kg/m2). Pre demolition audit highly recommended in all cases. | Can vary significantly depending on the differences between the old and the new building and factors such as basements and underground parking. | |
Renovation in any area | Low to normal levels (e.g., 20–326 kg/m2) but, depending on nature of renovation, this can be high. | Low or zero. Nothing to excavate normally. |
Topic Treated by LEVEL(S) | CASBEE [54] | GREEN STAR [55] | BREEAM [56] | LEED [57] | ITACA [23] |
---|---|---|---|---|---|
Bill of quantities, materials, and lifespans | LR2.3 Avoiding the use of Materials with Pollutant Contents | Building Information | MAT 06 Material efficiency | 🗶 | Eco-friendly materials |
Responsible Building Materials | |||||
Metering and Monitoring | |||||
Construction and demolition waste and materials | 🗶 | Construction and demolition waste | WST01 Construction waste management | Construction waste management | 🗶 |
WST03 Operational waste | |||||
Design for adaptability and renovation | Q2.3 Flexibility and Adaptability | Commitment to performance | MAT 05 Designing for durability and resilience | Durability Management Verification | 🗶 |
Q2.2 Durability and Reliability | |||||
Design for deconstruction, reuse and recycling | 🗶 | 🗶 | 🗶 | 🗶 | 🗶 |
Topic Treated by LEVEL(S) | CASBEE [54] | GREEN STAR [55] | BREEAM [56] | LEED [57] | ITACA [23] |
---|---|---|---|---|---|
Use Stage Water Consumption | LR2.1 Water Resources | Potable Water | HEA09 Water quality | Rainwater management | Potable water |
Storm Water | WAT01 Water consumption | Total water use | |||
WAT02 Water monitoring | Efficient hot water distribution | ||||
WAT03 Water leak detection and prevention | |||||
WAT04 Water efficient equipment | |||||
POL 03 Surface water run off |
Fixtures and Fittings | Water Consumption |
---|---|
Toilets | 6 L per flush (lpf) |
Urinals | 3.8 (lpf) |
Public lavatory faucets | 1.9 L per min (lpm) at 415 kPa |
Private lavatory faucets | 8.3 L per min (lpm) at 415 kPa |
Kitchen faucets | 8.3 L per min (lpm) at 415 kPa |
Showerheads | 8.3 L per min (lpm) at 550 kPa per shower stall |
EN 15251 Category | Fanger Method | Adaptive Method | |
---|---|---|---|
PPD (%) | PMV | Operative Temperature Variance (°C) | |
I | ≤6 | −0.2 ≤ PMV ≤ +0.2 | ±2 |
II | ≤10 | −0.5 ≤ PMV ≤ +0.5 | ±3 |
III | ≤15 | −0.7 ≤ PMV ≤ +0.7 | ±4 |
IV | >15 | PMV < −0.7 and PMV > 0.7 |
Class | Parameter | ||||
---|---|---|---|---|---|
D2m,nT,w [db] | R′w [db] | L′n,w [db] | LASmax [db(A)] | LAeq [db(A)] | |
I | <43 | <56 | <53 | <25 | <30 |
II | <40 | <53 | <58 | <28 | <33 |
III | <37 | <50 | <63 | <32 | <37 |
IV | <32 | <45 | <68 | <37 | <42 |
Activities or Building Use | Parameter | ||||
---|---|---|---|---|---|
D2m,nT,w [db] | R′w [db] | L′n,w [db] | Lic [db(A)] | Lid [db(A)] | |
Hospital, clinics, and nursing | <45 | <55 | <58 | <35 | <25 |
Homes, dwellings, hotels, and inns | <40 | <50 | <63 | <35 | <35 |
Schools | <48 | <50 | <58 | <35 | <25 |
Offices, commercial, and recreational activities | <42 | <50 | <55 | <35 | <35 |
Type of Space | Class A D2m,nT,50 [db] | Class B D2m,nT,50 [db] | Class C D2m,nT,50 [db] | Class D D2m,nT,50 [db] | Class E D2m,nT,50 [db] | Class F D2m,nT,50 [db] |
---|---|---|---|---|---|---|
In dwellings from outdoors; general suburban environment Lden = 55 db | <35 | <31 | <27 | <23 | <19 | <15 |
In dwellings from outdoors; specific environment with sound sources characterized by Lden | <Lden-20 | <Lden-24 | <Lden-38 | <Lden-32 | <Lden-36 | <Lden-40 |
Rooms | Ventilation Guidelines |
---|---|
Kitchen with a gas heat source (including exhaust hood) | The higher value between 30 KQ or 300 m3/h, where K represents the theoretical amount of exhaust gas and Q denotes the fuel consumption rate. |
Kitchen with an electric heat source | 300 m3/h |
Bathroom | 100 m3/h |
Washroom | 60 m3/h |
Toilet | 40 m3/h |
Laundry area | 60 m3/h |
Function of Space | Indoor Ambient Noise Level (dB LAeqT) |
---|---|
General spaces (staffrooms, restrooms) | ≤40 |
Single occupancy offices | ≤0 |
Multiple occupancy offices | 40–50 |
Meeting rooms | 35–40 |
Reception areas | 40–50 |
Spaces designed for speech, e.g., teaching, seminar, or lecture rooms | ≤35 |
Concert hall, theatre, or auditoria | ≤30 |
Informal café or canteen areas | ≤50 |
Catering kitchens | ≤50 |
Restaurant areas | 40–55 |
Bars | 40–45 |
Retail areas | 50–55 |
Manual workshops | ≤55 |
Sound recording studios | ≤0 |
Laboratories | ≤40 |
Sports halls and swimming pools | ≤55 |
Library areas | 40–50 |
Hotel bedrooms | <35 |
Topic Treated by LEVEL(S) | CASBEE [54] | GREEN STAR [55] | BREEAM [56] | LEED [57] | ITACA [23] |
---|---|---|---|---|---|
Indoor air quality | Q1.4 Air Quality | Indoor Air Quality | HEA02 Indoor air quality | Enhanced Ventilation | Ventilation |
Time outside of thermal comfort range | Q1.2 Thermal Comfort | 🗶 | 🗶 | Thermal comfort | 🗶 |
Lighting and visual comfort | Q1.3 Lighting and Illumination | Lighting Comfort | HEA01 Visual comfort | Daylight and views | Visual Wellbeing |
Visual Comfort | ENE 03 External lighting | ||||
Light Pollution | |||||
Acoustic and protection against noise | Q1.1 Noise and Acoustics | Acoustic Comfort | HEA05 Acoustic Performance | 🗶 | Acoustic Wellbeing |
POL 05 Reduction in noise pollution |
Topic Treated by LEVEL(S) | CASBEE [54] | GREEN STAR [55] | BREEAM [56] | LEED [57] | ITACA [23] |
---|---|---|---|---|---|
Protection of occupier health and thermal comfort | LR1.1 Building Thermal Load | Thermal Comfort | HEA04 Thermal comfort | Thermal comfort | 🗶 |
Heat Island Effects | |||||
Increased risk of extreme weather events | 🗶 | Adoption and Resilience | LEE 01 Site selection | Site selection | Area design |
LEE 02 Ecological value of site and protection of ecological features | Heat island effect | ||||
WST05 Adoption to climate change | |||||
Increased risk of flood events | 🗶 | 🗶 | LEE 01 Site selection | Site selection | Area design |
LEE 02 Ecological value of site and protection of ecological features | Heat island effect | ||||
WST05 Adoption to climate change |
Topic Treated by LEVEL(S) | CASBEE [54] | GREEN STAR [55] | BREEAM [56] | LEED [57] | ITACA [23] |
---|---|---|---|---|---|
Life cycle cost | 🗶 | MAN 02 Life cycle cost and service life planning | 🗶 | 🗶 | |
Value creation and risk exposure | Ecological Value |
Identification of the Main Threshold of the Key Performance Indicators (KPIs) Suggested by LEVEL(S) | ||||||
---|---|---|---|---|---|---|
Indicator | Macro Objective | Metric | LEVEL(S) Threshold | New Threshold | Refs. | |
Use stage energy performance | Greenhouse gas and air pollutant emissions along a building’s life cycle | Office Buildings | Residential Buildings | [20,42] | ||
Energy based Metrics such as Heating, Cooling, Lighting, Ventilation | Table 4 of authors’ previous study [21] | Mediterranean < 70 kWh/m2y Oceanic < 85 kWh/m2y Continental < 85 kWh/m2y Nordic < 90 kWh/m2y | Mediterranean < 60 kWh/m2y Oceanic < 60 kWh/m2y Continental < 65 kWh/m2y Nordic < 75 kWh/m2y | |||
Life cycle global warming potential | GWP Metrics | 🗶 | Residential: 500 kg CO2 e/m2 Building’s structure, Foundation, and Enclosure: less than 1000 kg CO2 e/m2 Office Buildings: Between 200 and 500 kg CO2 e/m2 A1–A3 production, 70 to 520 kg CO2 e/m2 B1–B4 maintenance, cleaning, and replacement activities, approximately 120 kg CO2 e/m2 | [20,53] | ||
Bill of quantities, materials, and lifespans | Resource-efficient and circular materials life cycles | Total Quantity of materials used | 🗶 | There is no specific performance criterion, indicator, or threshold | ||
Construction and demolition waste and materials | Baseline metric score | 70%, Table 5 | 🗶 | LEVEL(S), [20] | ||
Design for adaptability and renovation | Adaptability score | 🗶 | Temporary structures are capped at 10 years, Industrial buildings at 25 years, long-term constructions are expected to last at least 50 years | [60] | ||
Design for deconstruction, reuse, and recycling | Circularity score | Maximum circularity score | 🗶 | LEVEL(S) | ||
Use stage water consumption | Efficient use of water resources | Total water consumption per occupant | Table 9 of authors’ previous study [21] | 🗶 | LEVEL(S) | |
Indoor air quality | Healthy and comfortable spaces | Ventilation Rate (airflow) | Table 12, Table 13 and Table 14 of authors’ previous study [21] | 🗶 | LEVEL(S) | |
Time outside of Thermal comfort range | PMV, PPD | 🗶 | There is no specific performance criterion, indicator, or threshold | |||
Lighting and visual comfort | Spatial Daylight Autonomy (sDA) | 🗶 | 300 lux for sDA Between 100 and 2000 lux for UDI | [68,94] | ||
Acoustic and protection against noise | Façade Sound Insulation | 🗶 | Table 10, Table 11 and Table 12 | [77,78] | ||
Protection of occupier health and thermal comfort | Adaption and resilience to climate change | PMV, PPD | The reference temperatures shall be between 18 and 27 °C | 🗶 | LEVEL(S) | |
Increased risk of extreme weather events | 🗶 | 🗶 | There is no specific performance criterion, indicator, or threshold | |||
Increased risk of flood events | Rainfall data | 🗶 | There is no specific performance criterion, indicator, or threshold | |||
Life cycle costs | Optimized life cycle cost and value | Cost Metrics | 🗶 | There is no specific performance criterion, indicator, or threshold | ||
Value creation and risk exposure | Increased revenues from more stable investments | 🗶 | There is no specific performance criterion, indicator, or threshold |
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Rastegari, M.; Del Pero, C.; Leonforte, F.; Adhikari, R.S.; Aste, N. Appropriate Thresholds and Metrics for LEVEL(S) Key Performance Indicators (KPIs). Sustainability 2025, 17, 8130. https://doi.org/10.3390/su17188130
Rastegari M, Del Pero C, Leonforte F, Adhikari RS, Aste N. Appropriate Thresholds and Metrics for LEVEL(S) Key Performance Indicators (KPIs). Sustainability. 2025; 17(18):8130. https://doi.org/10.3390/su17188130
Chicago/Turabian StyleRastegari, Mahsa, Claudio Del Pero, Fabrizio Leonforte, Rajendra S. Adhikari, and Niccolò Aste. 2025. "Appropriate Thresholds and Metrics for LEVEL(S) Key Performance Indicators (KPIs)" Sustainability 17, no. 18: 8130. https://doi.org/10.3390/su17188130
APA StyleRastegari, M., Del Pero, C., Leonforte, F., Adhikari, R. S., & Aste, N. (2025). Appropriate Thresholds and Metrics for LEVEL(S) Key Performance Indicators (KPIs). Sustainability, 17(18), 8130. https://doi.org/10.3390/su17188130