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<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Irene Campo Gay</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Lars Hvam</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Johan Ernfors</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>MOKO AB</institution>
          ,
          <addr-line>Humlegårdsgatan 14 114 46 Stockholm</addr-line>
          ,
          <country country="SE">Sweden</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Technical University of Denmark</institution>
          ,
          <addr-line>Anker Engelunds Vej 101 2800 Kongens Lyngby</addr-line>
          ,
          <country country="DK">Denmark</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>This study contributes to the evolving dialog on sustainable practices, emphasizing the strategic integration of life cycle assessment (LCA) in configurators to comply with new regulatory standards and achieve environmental objectives. We investigated the application of configurators integrating LCA through a comparative analysis of two case studies in the construction industry: a prospective approach applied during the early design stages, and a retrospective approach using post-design. Our findings illustrate that prospective LCA configurators can significantly influence early design choices and facilitate preliminary environmental impact assessment. Conversely, a retrospective LCA configuration approach offers more precise and accurate assessments based on finalized designs, enabling detailed LCA reporting and saving significant time and effort. The analysis underscores that the application of these approaches is not mutually exclusive. This suggests that a combined strategy could maximize the potential of these tools. Such a combination would facilitate a more dynamic interaction between the early and later design stages, ensuring that the environmental assessment is thorough and iterative. Additionally, it would help the company gain in-depth insights into the environmental aspects of the design process.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;configurators</kwd>
        <kwd>construction</kwd>
        <kwd>environmental impact</kwd>
        <kwd>life cycle assessment (LCA)</kwd>
        <kwd>sustainability 1</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>Sustainability is widely recognized as a multifaceted
concept encompassing three dimensions:
environmental, social, and economic. Notably, the
environmental dimension plays a foundational role
given its direct influence on socioeconomic elements [1].
In assessing environmental impact, particular attention
has been given to the environmental impact of products
and services. One of the most widespread methodologies
for assessing environmental impact is life cycle
assessment (LCA) [2].</p>
      <p>In this context, the European Commission has
highlighted the urgency of making sustainable products
the norm across Europe by setting stricter product
design and lifecycle standards [3]. As a result, the
increasing focus on assessing environmental
performance is evidence of the clear need for digital
tools to support this process.</p>
      <p>Configurators are a widespread technology that
emerged in the late 1970s as decision support systems
designed to streamline the specification process during
product customization [4]. They allow users to select
from various options and configurations of a product,
automatically adjusting components and features
according to user choices. This technology enhances the
decision-making process by providing immediate
feedback on potential configurations, thereby
significantly improving speed, quality, and efficiency
[5].</p>
      <p>Additionally, configurators enhance efficiency by
automating the creation of crucial documents, such as
quotes and bills of materials. This automation ensures
accuracy and consistency in documentation; it is
particularly valuable in complex configurations, where
manual processes are prone to errors [6].</p>
      <p>
        The integration of LCA with configurator
technology is quite promising for enhancing sustainable
product development. By embedding environmental
assessment capabilities in configurators, companies can
provide real-time data on the environmental impacts of
various product options. This integration can facilitate a
more informed design, incorporating environmental
consequences alongside traditional factors, such as
© 2023 Copyright for this paper by its authors. Use permitted under
Creative Commons License Attribution 4.0 International (CC BY 4.0).
pricing. Furthermore, configurators can enhance the
communication of environmental assessment results, a
crucial aspect of LCA [
        <xref ref-type="bibr" rid="ref11">7</xref>
        ].
      </p>
      <p>
        Despite the significant potential of this technology,
research on the integration of LCA into configurators is
still in its early stages. However, over the last five years,
this topic has increasingly captured academic interest, as
reflected in numerous recent publications [
        <xref ref-type="bibr" rid="ref12 ref13 ref14 ref15 ref16 ref17 ref18 ref19 ref20 ref21 ref22 ref23">8–19</xref>
        ].
      </p>
      <p>Moreover, no research has examined the different
implications of LCA in either a prospective or
retrospective manner within the context of
configurators. This gap in the literature leads to the
following research question:</p>
      <p>RQ: What are the implications of a proactive and
retrospective of life cycle assessment through
configurators?</p>
      <p>We examined two different case studies of
companies that have successfully developed
configurators with LCA. The first case study involved
using this technology during the early design phase to
evaluate various design alternatives. The second case
study described how a configurator, used over finalized
designs, enables precise and accurate LCA. Both case
studies pertain to the same sector: the construction
industry.</p>
      <p>We explored these case studies to assess and
compare their impacts, thereby contributing to the
research community’s understanding of how
configurators can be effectively employed to improve
environmental development.</p>
      <p>The structure of this paper is as follows. In Section
2, we present the theoretical background of LCA
typologies in terms of application timing. and we review
the academic research conducted on configurators,
integrating LCA considerations. In Section 3, we
describe the methodology used for analyzing the
comparative case studies, and we introduce both case
studies. In Section 4, we present the findings from the
analysis, and in Section 5, we discuss the implications of
the results. Finally, in Section 6, we summarize the key
conclusions.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Theoretical background</title>
      <sec id="sec-2-1">
        <title>2.1. Prospective and retrospective LCA</title>
        <p>
          The use of LCA is subject to different contexts and can
be driven by distinct aims and goals. In terms of the time
perspective, LCA can be divided into two primary
categories [
          <xref ref-type="bibr" rid="ref24 ref25">20, 21</xref>
          ]. On the one hand, retrospective LCA
is aimed at assessing the effects of something that
occurred; on the other hand, prospective LCA is a
forward-looking approach [
          <xref ref-type="bibr" rid="ref24 ref25">20, 21</xref>
          ].
        </p>
        <p>
          Retrospective LCA evaluates the environmental
impacts of existing products based on actual data. It
helps to understand and improve the environmental
performance of current technologies [
          <xref ref-type="bibr" rid="ref24 ref25">20, 21</xref>
          ].
        </p>
        <p>
          On the other hand, prospective LCA evaluates the
potential environmental impacts of products before they
are implemented. It is used to guide decision-making
during the development phase by predicting future
impacts [
          <xref ref-type="bibr" rid="ref24 ref25">20, 21</xref>
          ].
        </p>
      </sec>
      <sec id="sec-2-2">
        <title>2.2. Configurators and sustainability</title>
        <p>
          The increasing focus on environmental considerations
in the use of configurators has become a significant area
of interest over the past five years. This trend is
noticeable in the academic community and across
various industries. For instance, standard product
configuration software applications such as Tacton CPQ
are developing their environmental impact assessment
capabilities by incorporating LCA features into their
applications [
          <xref ref-type="bibr" rid="ref26">22</xref>
          ].
        </p>
        <p>Various researchers have also turned their attention
to this subject in the academic sector. Given the novelty
of the topic, the range of issues discussed in these studies
regarding the integration of LCA and configurators is
quite diverse, demonstrating the broad scope of the field.</p>
        <p>
          Hankammer et al. [
          <xref ref-type="bibr" rid="ref17">13</xref>
          ] extensively reviewed over
900 configurators, providing valuable insights into
enhancing sustainability features across sectors.
Responding to the need for streamlined LCA
assessments, Spreafico et al. [
          <xref ref-type="bibr" rid="ref12">8</xref>
          ] introduced I-Tree, a tool
that leverages real-time data for efficient
ecoassessment. Similarly, Rousseau et al. [
          <xref ref-type="bibr" rid="ref14">10</xref>
          ] explored the
impact of environmental indicators in configurators,
focusing mainly on sustainability enhancement in 3D
printing.
        </p>
        <p>
          To address the nexus between product variety and
sustainability, Medini et al. [
          <xref ref-type="bibr" rid="ref13">9</xref>
          ] proposed a
comprehensive framework, while Wiezorek and
Christensen [
          <xref ref-type="bibr" rid="ref18">14</xref>
          ] focused on refining configurator
architectures to enable better sustainability data
communication. In consumer electronics, Hankammer
et al. [
          <xref ref-type="bibr" rid="ref15">11</xref>
          ] found that default sustainable options
significantly influence consumption patterns. Campo
Gay et al. [
          <xref ref-type="bibr" rid="ref22">18</xref>
          ] analyzed the successful integration of
LCA into configurators, guiding users toward
sustainable choices. Focusing on sustainability
integration, Christensen and Wiezorek [
          <xref ref-type="bibr" rid="ref16">12</xref>
          ] aligned
configurators with ISO 14040 standards, while Campo
Gay and Hvam [
          <xref ref-type="bibr" rid="ref21">17</xref>
          ] demonstrated the transformative
impact of sustainability-focused configurators,
particularly in construction.
        </p>
        <p>
          Regarding configurators’ development, Piroozfar et
al. [
          <xref ref-type="bibr" rid="ref20">16</xref>
          ] discussed solutions tracking environmental
impact, while Helo et al. [
          <xref ref-type="bibr" rid="ref19">15</xref>
          ] introduced software
streamlining environmental assessments in supply
chains. Moreover, Jakobsen et al.’s [
          <xref ref-type="bibr" rid="ref23">19</xref>
          ] call to redesign
product configuration systems for better sustainability
integration tied these efforts together, portraying a
concerted push toward deeper sustainability
considerations in configuration processes across sectors.
        </p>
        <p>All of these efforts highlight a strong trend toward
deepening sustainability considerations within
configuration processes.</p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>3. Methods</title>
      <p>Given that the advancement of configurators
incorporating LCA is still at an early stage, elucidating
their full potential and application is a notable challenge.
To address this gap, we conducted a qualitative case
study analysis comparing two distinct applications of
configurator systems within the construction industry.
Our objective was to delve deeply into their utilization
of LCA and compare their effectiveness to gain in-depth
insights.</p>
      <p>
        As highlighted by previous research [
        <xref ref-type="bibr" rid="ref27 ref28">23,24</xref>
        ], case
studies are essential for understanding the key variables,
the connections between them, and the reasons behind
these relationships.
      </p>
      <p>We identified two case companies using
configurators for environmental impact assessment,
employing standard LCA methodology. These
companies operate within the construction sector in
Sweden.</p>
      <p>
        The main reasons are first, that, according to the
United Nations Environment Programme (UNEP), the
building and construction industry stands as the most
polluting industry sector, responsible for 38% of all
energy-related CO2 -eq emissions [25]. Consequently,
the construction sector has played a pioneering role in
shaping standards and regulations, as exemplified by the
European standard EN 15804 for environmental product
declarations [26], aligned with international LCA
methodology standards ISO 14040 and ISO 14044 [
        <xref ref-type="bibr" rid="ref11">7,27</xref>
        ].
      </p>
      <p>Second, Sweden has been a leading country in terms
of introducing new policies and regulations for the
construction sector. Currently, it is compulsory to
declare an LCA on new buildings, and beginning in 2025,
new projects must adhere to statutory limits on CO2-eq
emission per m2 per year across the life cycle [28].</p>
      <p>Consequently, all these factors motivate the
construction sector in Sweden to seek out new tools and
solutions to support their initiatives and make the
studied companies ideal case studies.</p>
      <sec id="sec-3-1">
        <title>3.1. Data gathering</title>
        <p>To analyze the first case company, we conducted a series
of systematic observations of the configuration process.
We evaluated the experiences of the primary
configurator implementor involved in the project over a
period of four years.</p>
        <p>For the company described in the second case, we
began with an initial semistructured interview based on
the main research question. This was followed by six
semistructured interviews to understand the company’s
working processes and configuration systems. We
finalized our analysis with a review of the results by one
of the main configurator developers at the company.</p>
      </sec>
      <sec id="sec-3-2">
        <title>3.2. Case company 1</title>
        <p>The company is a subsidiary of a large international
corporation that operates in Sweden and has
approximately 350 employees. It specializes in
developing, manufacturing, and marketing cement for
infrastructure, such as roads, tunnels, bridges, and
residential, commercial, and industrial buildings.</p>
        <p>Recognizing the upcoming regulations that will take
effect in 2025, which impose limitations on new
construction projects, the company saw the need for an
early design tool to assist in this process. They
developed an LCA configuration to facilitate and
promote environmentally friendly design options in the
initial stages of projects when decisions are more
flexible and have fewer resource implications. This tool
assists users in the educational process, encouraging the
consideration of less conventional options and more
environmentally sustainable solutions.</p>
        <p>Given the high level of uncertainty in
decisionmaking during the early design phase of projects, a
preliminary LCA was performed. In addition to serving
as a decision support tool to address the complexity of
environmental and technical requirements, the tool was
modeled to quantify LCA to determine the margin of
safety concerning maximum statutory limits.</p>
        <p>The company has collaborated with external
consultants over the past four years to develop this tool,
reaching the final testing phase in the first quarter of
2024. Ownership of the tool was transferred to the
company during the second quarter of 2024, with full
integration into the company’s workflow scheduled for
completion by June 2024.</p>
      </sec>
      <sec id="sec-3-3">
        <title>3.3. Case company 2</title>
        <p>The company is a small enterprise that has been based
in Sweden since 2018 and employs 35 people. It
specializes in designing and planning the construction
aspects of projects. The company uses a configuration
system approach to streamline its building design
process, which optimizes the overall process.</p>
        <p>In response to new regulations requiring LCA
declarations for construction projects since 2022, the
company has integrated LCA evaluation into its
established configurators. To facilitate this, the company
uses a commercial solution named One Click LCA, a
leading cloud-based software solution for</p>
      </sec>
    </sec>
    <sec id="sec-4">
      <title>4. Results</title>
      <p>First, we characterized how each application on the
configurator integrating LCA capabilities works and
impacts the building design process, focusing on when
they are used, what outputs they produce, and their
ultimate influence on design decisions and
environmental assessments.</p>
      <p>Table 1 illustrates the case of Company 1. The
application is employed during the early design stage of
the building process, representing a prospective
approach.</p>
      <sec id="sec-4-1">
        <title>Aspect</title>
        <p>Stage of use
Main purpose of
the LCA
integration
LCA Approach
Output
Required
configuration
input
LCA integration
kind with the
configurator
Impact on the
design process
Environmental
Focus
Suitability for
Projects</p>
      </sec>
      <sec id="sec-4-2">
        <title>Description</title>
        <p>Used after the building design
is finalized
To create detailed LCA reports
Retrospective, LCA applied to
finalized designs
Detailed environmental impact
reports based on specific
materials used and their
quantities
High-level drawing
specifications
After configuration, based on
the automatic generation of
specifications (i.e., a part list
with quantities), the LCA is
performed through an external
tool (One Click LCA).</p>
        <p>No or minimal impact on the
design.</p>
        <p>Detailed LCA, focusing on the
quantifiable impacts of
materials
Projects with set designs
needing LCA reflection</p>
        <p>In contrast, Table 2 presents the case of Company 2,
where the application is used after the design has been
finalized, adhering to a retrospective approach.</p>
        <p>Subsequently, we examined the implications of
choosing either a prospective or a retrospective
approach to how a new company’s resources, design
process, and overall strategy for sustainability are
impacted. This should help in understanding the
strategic differences between these two approaches.
Table 3 outlines the considerations for a prospective
approach, whereas Table 4 details the considerations for
a retrospective approach when LCA is integrated into
configurators. It is important to note that retrospective
design is considered viable only for companies that
have already implemented configurators. Implementing
a retrospective approach without pre-existing
configurators would be significantly costly and
inefficient.</p>
      </sec>
      <sec id="sec-4-3">
        <title>Feature</title>
      </sec>
    </sec>
    <sec id="sec-5">
      <title>5. Discussion</title>
      <p>A prospective approach in configurators integrating
LCA allows for the early detection and mitigation of
environmental impacts. In contrast, a retrospective
approach ensures that these mitigations are based on
precise, real-world data, ultimately enhancing the
accuracy and reliability of environmental assessments.</p>
      <p>Despite the benefits of a prospective configurator
integrating LCA, the higher cost and resource
requirements associated with developing and
maintaining configurators must be considered. The
investment in licenses and running costs of
configuration applications can be substantial, but the
long-term benefits of reduced environmental impacts
and alignment with policies and requirements can
compensate for initial costs.</p>
      <p>On the other hand, a retrospective approach is
highly dependent on completed project design
specifications. This approach prevents the flexibility
needed to make environmental improvements once the
design is finalized. Moreover, while LCA reports on the
same product should be comparable and provide precise
environmental impact data, the exceptional detail
provided by a configuration translates into outstanding
detailed LCA reports, which differ from standard LCA
reports. For example, this configuration approach could
include the consideration of even the smallest details,
such as the weight of bolts in a multifamily building
construction. Such detailed LCA assessments can result
in a misleading comparison between products using the
same LCA database, where one report is very detailed
(enabled by the configurator), and others are less
detailed.</p>
      <p>Therefore, the application of prospective and
retrospective configurators integrating LCA should not
be regarded as mutually exclusive. Incorporating both
approaches into a project could substantially streamline
efficiency in embracing environmental considerations
and reporting LCA. Moreover, such dual applications
could enable more dynamic interaction between the
early and later design stages, ensuring that the
environmental assessment is comprehensive and
iterative.</p>
      <p>Comparing LCA results from an early design stage
with those derived from detailed data collected later in
the same project can provide significant insights into
product design. This comparison could help companies
identify major environmental impact drivers and offer
opportunities to reduce environmental assessment
uncertainties.</p>
    </sec>
    <sec id="sec-6">
      <title>6. Conclusions</title>
      <p>The integration of LCA into configurators presents a
promising path for enhancing sustainable production
practices. We explored the use of configurators
integrating LCA at different stages of the design process
through two contrasting case studies, a prospective and
a retrospective LCA approach in the construction
industry.</p>
      <p>By employing prospective and retrospective LCA
tools, companies can achieve a more thorough
understanding of environmental impacts at different
project stages, leading to more informed
decisionmaking. This approach not only aids in achieving
compliance with evolving regulatory standards but also
aligns with broader corporate sustainability goals.</p>
      <p>Future research should continue to explore the
development and application of these tools across
different sectors to fully realize their potential in driving
sustainable development.
[25] UNEP—UN Environment Programme, (n.d.).</p>
      <p>https://www.unep.org/ (accessed April 14, 2021).
[26] CEN, EN 15804—Sustainability of construction
works, Environmental product declarations, Core
rules for the product category of construction
products, European Committee for
Standardization (CEN): Brussels, Belgium (2012).
[27] ISO, ISO 14040—Environmental Performance
Evaluation in Engineer-to-Order Companies: An
Integrative Framework, 2006.
[28] Swedish National Board of Housing, Building and
Planning. (2023, July). Limit values for climate
impact from buildings (Report No. 2023:24).
Retrieved from
https://www.boverket.se/globalassets/engelska/li
mit-values-for-climate-impact-from-buildingsand-an-expanded-climate-declaration.pdf.</p>
    </sec>
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