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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Visual and Linguistic Framing to Support Sustainable Decisions in an Online Store</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Alain D. Starke</string-name>
          <email>alain.starke@uva.nl</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Kimia Emami</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Andrea Makarová</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Bruce Ferwerda</string-name>
          <email>bruce.ferwerda@ju.se</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="editor">
          <string-name>Framing, Persuasion, Digital Interfaces, Decision-making, Sustainability</string-name>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Amsterdam School of Communication Research, University of Amsterdam</institution>
          ,
          <addr-line>Amsterdam</addr-line>
          ,
          <country country="NL">Netherlands</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Department of Computer Science and Informatics, School of Engineering, Jönköping University</institution>
          ,
          <addr-line>Jönköping</addr-line>
          ,
          <country country="SE">Sweden</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>MediaFutures, University of Bergen</institution>
          ,
          <addr-line>Bergen</addr-line>
          ,
          <country country="NO">Norway</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2023</year>
      </pub-date>
      <abstract>
        <p>Companies face several digital communication challenges when it comes to promoting green products or services. The framing efect, which refers to the presentation of information, can significantly influence decision-making in digital interfaces. This research explores the impact of information framing through text and visuals on purchase decisions for sustainable fashion products. An online evaluation study ( = 84 ) of an e-commerce environment was conducted. We found that visual framing significantly afected user product choices, supporting more sustainability decisions. In contrast, little evidence was found that supported the efectiveness of linguistic (i.e., message) framing on user product choices. We discuss implications on how product pages should be designed to encourage sustainable decision-making.</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>
        Promoting green consumption is key to meeting ambitious sustainable fashion targets being
set around the world [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. However, it is often dificult for companies to design communication
strategies that increase consumers’ willingness to choose these products [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ]. Encouraging
environmentally conscious consumption is crucial in achieving the sustainable goals that are
being established worldwide (e.g., in the fashion industry) [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. Social marketers have investigated
several diferent ways to encourage consumers to engage in sustainable behavior [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ].
      </p>
      <p>
        A common strategy is to make use of framing strategies. The framing efect refers to the
influence of decision and attitudes by the way information is presented [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ]. When it comes
to promotion sustainable decision-making, research has shown that using “green” message
framing is efective in engaging people with sustainable consumption behavior and could lead
to greater levels of sustainable consumption of behavior being adopted [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ].
      </p>
      <p>
        Diferent framing strategies have shown to be efective. Framing can take place by using
linguistic and/or visual communication. A common linguistic strategy is through message framing.
By providing linguistic alterations of information, attitudes and decisions can be influenced [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ].
LGOBE
http://www.bruceferwerda.com/ (B. Ferwerda)
Providing information in a well-defined and lucid manner can greatly influence how products
are evaluated [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ]. How information is presented plays a vital role in promoting sustainable
attitudes and purchasing eco-friendly products [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ]. A message frame that is frequently use is
the abstract-concrete frame. Providing concrete claims about sustainability, such as ‘vegan’,
‘produced in Europe’, etc., can provide benefits through specific, helpful information. This is
opposed to abstract claims such as ‘green’, ‘eco-friendly,’ and ‘environmentally conscious’, that
imply benefits through the use of abstract information or language [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ]. The use of concrete or
abstract wording can therefore influence the (un)certainty that consumers have in the product
description and thereby the product itself [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ]. Hence, how linguistic information is framed can
influence purchasing decision significantly [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ] by enhancing consumers’ perceived value of
being environmentally conscious and increasing their trust in environmentally friendly products
[
        <xref ref-type="bibr" rid="ref10">10</xref>
        ]. In a digital interface, such explanations can support user trust [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ].
      </p>
      <p>
        Framing through visual communication commonly take places through infographics. These
refer to graphical illustrations that represent information or data [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ] and have shown
particularly efective when communicating about environmental issues and sustainability [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ]. There
is an increasing use of visuals (e.g., eco-labels) that are used alongside product presentations to
easily indicate the sustainable consciousness of a product [
        <xref ref-type="bibr" rid="ref14">14</xref>
        ] and can increase the value of a
product [
        <xref ref-type="bibr" rid="ref15">15</xref>
        ]. However, the influence in the decision-making process is relatively unknown.
      </p>
      <p>In this work, we explore how message framing by using either abstract or concrete terms
influences the decision-making for sustainable products as well visual framing through the use
of (eco-)labels. We created an web-based experiment that simulated an e-commerce platform.
Participants were asked to choose between six white T-shirts with diferent names (message
framing) and icons (visual framing), among which four were indicated to be sustainable. Based
on an exploratory study with 84 participants, we found that our message framing conditions
did not significantly afect the decision-making process of the participants. In contrast, the
use of visual framing did afect the user decision-making process, also increasing the number
of sustainable products chosen. With this work we provide insights into the decision-making
process of online sustainable products and how this could be afected or improved.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Research Questions</title>
      <p>Framing information with clear and specific details is important to efectively communicate
a product’s environmental impact and to support decision making. We posit the following
research questions:</p>
      <p>[RQ1]: To what extent does message framing, through an abstract-concrete frame to
communicate a product’s sustainability information, afect user product choices?
[RQ2]: To what extent does visual framing, in the form of using (eco-)labels to communicate
a product’s sustainability information, afect user product choices?</p>
    </sec>
    <sec id="sec-3">
      <title>3. Related Work</title>
      <sec id="sec-3-1">
        <title>3.1. Message Framing</title>
        <p>A common framing approach within marketing is message framing. This can take multiple
forms, such as positive versus negative frames, self- versus other-focused, or abstract versus
concrete [16]. The positive and negative frame is rooted in prospect theory [17]: Positive frames
emphasize the potential gains of certain actions (e.g., “riding a bicycle helps to protect the
environment”), while negative frames emphasize potential losses or consequences (e.g., “taking
the car is harmful to the environment”).</p>
        <p>The self- versus other-focused frame is connected to Construal Level Theory and relates to
the psychological distance of the message [18]. The benefit of a self-focused frame is internally
driven (e.g., “You can be proud of yourself that you took the bicycle”), whereas a other-focused
frame is more distant and externally driven (e.g., “You comply to social norms that you took the
bicycle”). According to construal level theory [18] the abstract frame consist of a more general
and ambiguous message. For example, “You contribute to a greener environment by taking the
bicycle”, where the environment is particularly abstract. A concrete frame on the other hand,
consist of a more concrete and clear message (e.g., “By taking the bike you have reduced your
carbon footprint by X percent”).</p>
      </sec>
      <sec id="sec-3-2">
        <title>3.2. Visual Framing</title>
        <p>A method that is more focused on image representations of information is visual framing.
This method is less obtrusive than using words, for it imposes less cognitive strain [19, 20].
Audiences may activate peripheral rather than central cognitive processing routes [18], which
may be more likely to be accepted compared to linguistic framing methods [21]. Hence, in
some circumstances, visual framing may be more efective than verbal framing. For instance,
anecdotal evidence about the impact of the September 11 illustrates visual ‘flashbulb memories’,
with people citing the adage “a picture speaks a thousand words” [22]. Visual cues have a high
potential to produce visual framing efects given this unique logic of visual communication.
Graphics rapidly establish a visual frame that is highly salient and barely questioned by recipients
through their associative logic, powerfully influencing how they understand textual information
by activating concrete cognitive patterns [23].</p>
        <p>Eco-labels are graphic representations intended to designate items that have a favorable
environmental and social impact [24]. It can convey a significant message to a consumer
about the product. Standardized labels can help to minimize doubt and ambiguity regarding
the authenticity of eco-friendly purchases made by consumers [25]. Furthermore, eco-labels
serve as a means of policy implementation by conveying details about a product’s sustainable
features [26]. As a result, the visual aspects, written content (if applicable), and color scheme of
eco-labels are designed to confirm the product’s sustainability significance.</p>
      </sec>
    </sec>
    <sec id="sec-4">
      <title>4. Method</title>
      <p>We developed an e-commerce environment to investigate the influence of visual and linguistic
framing on sustainable decision-making. We created six similar products with diferent visual
and linguistic descriptions that signal the (non-)sustainability of the product. See Fig. 2 for an
overview of the diferent product conditions, which were shown on a single page. The efects of
the two framing methods for sustainable products were examined on the four left-hand shirts
in the interface, while the two non-sustainable products were included as dummies to indicate
user preferences between sustainable and non-sustainable alternatives.</p>
      <p>The study’s procedure was initiated by collecting demographics. Afterwards, participants
were presented the following scenario:</p>
      <p>You are invited to a gathering with friends. The theme of the gathering involves
wearing a simple white T-shirt. You got a recommendation to buy the T-shirt at [a
ifctitious brand website on the next page]</p>
      <p>Participants were then redirected to interact with the e-commerce environment (see Fig. 2),
of which the order was randomized. Participants were asked to select the product they would
like to buy.</p>
      <p>(a) Sustainability visuals representing
recycled cotton (left) and fair trade (right)
(b) Non-sustainability visual representing a
trending product</p>
      <p>
        The visuals that were created are based on generic representations of (non-)sustainability
(see Fig. 1). We additionally included a tooltip in the e-commerce environment to explain the
meaning of the visuals. The linguistic variations that were used are based on the suggestions
of Davis [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ] who distinguished linguistic strategies for environmental advertising based on
the concreteness of terms that are used. Following this guideline, we used “eco-friendly” (see
Fig. 2a and Fig. 2d) as our abstract term and “recycled cotton” (see Fig. 2b and Fig. 2e) as our
concrete term to define the sustainability contributions of the product. We included two control
conditions that do not depict any sustainability relation as a baseline: 1) visual that depicts
that the product is trending with a vague description (see Fig. 2c), and 2) a concrete textual
description without visuals (see Fig. 2f). Note that the addition of these two non-sustainable
alternatives did not account for a full factorial design, as the combinations of visual-concrete
and non-visual-abstract were missing for the non-sustainable alternatives. Yet, we compared
both the efects on sustainable choices, as well as the efects within the sustainable options.
      </p>
      <p>Several e-commerce websites were surveyed to determine a realistic price of the products
in the study. Non-sustainable products tend to fall within a cheaper price range compared to
sustainable products, with sustainable products seeing on average a 30% surcharge. Therefore,
(a) Sustainable with visuals
and abstract terms
(b) Sustainable with visuals
and concrete terms
(c) Non-sustainable with
visuals &amp; abstract terms
(d) Sustainable with
abstract terms
(e) Sustainable with
concrete terms
(f) Non-sustainable with
concrete terms
we determined a price of €20.90 for non-sustainable products and €27.20 for the sustainable
variations.</p>
      <p>Participants (55.95% female) were recruited through snowball sampling, among which 84 fully
completed the study. Most participants ( = 62 ) were between 18 and 34 years old age range,
while other age groups comprised fewer participants (35-54,  = 12 ; 55-75,  = 8 ; 75+,  = 2 ). All
participants indicated to feel at least some degree of importance in buying sustainable products.</p>
    </sec>
    <sec id="sec-5">
      <title>5. Results</title>
      <p>Table 1 describes the frequencies for diferent T-shirt choices. On average, only 61.9% of
participants ( = 52 ) chose a sustainable T-shirt, compared to a base rate of 66.67% (i.e., 4 out of
6 shirts were sustainable), suggesting non-sustainable alternatives were on average preferred
over sustainable t-shirts. This suggested that the slightly higher price of sustainable alternatives
negated the possible advantages of their sustainability, as communicated through the two
framing strategies. Moreover, any significant changes in the proportion of sustainable choices
were relative to this slightly lower base rate.</p>
      <p>Across both sustainable and non-sustainable alternatives, 69.1% of participants ( = 58 )
selected a T-shirt that was subject to visual framing. Moreover, 59.5% of participants ( =
50) selected a shirt with concrete language. Considering sustainable alternatives only, 19
participants selected a shirt with an abstract description (compared to  = 33 for concrete).
Based on these frequencies, visual framing seemed to have had a slightly larger impact on user
choices than linguistic framing.
Sustainable w/ visuals &amp; abstract terms (Fig. 2a) 13
Sustainable w/ visuals &amp; concrete terms (Fig. 2b) 28
Non-sustainable w/ visuals &amp; abstract terms (Fig. 2c) 17
Sustainable w/ abstract terms (Fig. 2d) 6
Sustainable w/ concrete terms (Fig. 2e) 5
Non-sustainable w/ concrete terms (Fig. 2f) 15
Total 84</p>
      <p>To statistically investigate the influence of visual and linguistic framing on sustainable
decision-making, we conducted two chi-square tests. First, we examined the influence of
message framing on a participant’s shirt selection (see Table 2). Our first chi-square test showed
that there was no significant association between linguistic variations and the sustainability of
a chosen T-shirt:  2(3, 84) = 45,  = 0.21 . This suggested that the use of abstract or concrete
sustainability information did not lead to more sustainable choices, even though t-shirts were
slightly more likely to be selected when using abstract terms in their name.</p>
      <p>Second, we examined whether visual framing afected the sustainability of chosen products.
Our results showed that there was a significant diference in user choices for (non-)sustainable
T-shirts between those that were presented with a visual frame and those that were not:
 2(3, 84) = 17.07,  &lt; 0.001 , showing that the likelihood a sustainable T-shirt was chosen
increased if it was presented with a visual icon. This suggested that visualized sustainability
information could be efective for interface designers to support sustainable purchases.</p>
      <p>We also examined whether our framing strategies afected user choices across sustainable
alternatives only. Where the previous analyses faced an incomplete factorial design (see
Discussion), we used a chi-squared test on the 2x2 design of sustainable shirts, assessing
the impact of the visual and linguistic framing strategies. It revealed that the two strategies
significantly impacted user choices for sustainable shirts:  2(3, 52) = 26.00,  &lt; 0.001 . Upon
inspecting the frequencies, it seemed that a concrete sustainable name with visuals was the
most popular ( = 28 ), while a more abstract name with visuals followed the expected frequency
of  = 13 . In contrast, the non-visual alternatives were less popular ( = 5 for concrete,  = 6
for abstract). This suggested that visual strategies were also most efective among sustainable
alternatives, particularly when combined with concrete terms.</p>
    </sec>
    <sec id="sec-6">
      <title>6. Discussion</title>
      <p>We have explored the impact of linguistic (i.e., message) and visual framing of product
information on sustainable fashion choices. We have set up an e-commerce environment with white
T-shirts that were visually similar, but which were framed diferently. Besides four sustainable
options, we have also added two non-sustainable alternatives that were slightly cheaper. We
have examined whether sustainable choice are supported through these framing methods, and
how they afect preferences among sustainable options.</p>
      <p>Our study reveals little evidence for the efectiveness of an abstract-concrete message frame.
While this has not boosted the number of sustainable choices, it has emerged that a concrete
description is more efective when combined with a visual frame. In contrast, the use of
visual framing has yielded a significant increase in the number of sustainable alternatives
selected. Moreover, among the set of sustainable options, products that have been presented
with additional visual labels are chosen more frequently than products without any label.</p>
      <p>
        Our findings align with previous research that emphasizes the importance of using visuals to
enhance information processing. For example, Blanco et al. [27] demonstrates that combining
product images with schematic information improves perceptions of information quality in
product presentations. It is important to note that their study focused on online product
presentations and did not specifically investigate sustainability presentations. Similarly, Lazard
and Atkinson [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ] show that infographics contributes to higher levels of elaboration compared
to solely text-based messages.
      </p>
      <p>The only efect found for the linguistic framing was that a concrete description could be
preferred among sustainable options. This would align with construal level theory [28, 18], as
concrete descriptions align better with people acting ‘now’, rather than in the future. Hence, in
such an e-commerce scenario, choosing a sustainable alternative in favor of a non-sustainable
one might be an action with a relatively low behavioral threshold.</p>
      <p>Building on our results and the existing research, it seems that the use of visual aids allows
for easier cognitive processing. It has become evident that visuals play a significant role in
efectively conveying sustainability-related information, also about fashion products online.</p>
    </sec>
    <sec id="sec-7">
      <title>7. Limitations</title>
      <p>One notable limitation of this study is the utilization of a fictitious scenario. This has involved
a partially functional prototype website that ofered T-shirts with identical styles. The absence
of a real-world context and the limited variety of product options have probably influenced
participants’ decision-making process, potentially resulting in choices that deviate from what
they would make in a marketplace with a diverse range of oferings. For example, it is unclear
how competing products (e.g., in terms of style) with varying sustainability explanations would
afect user choices.</p>
      <p>Another important limitation is the lack of a full factorial design when comparing choices
across sustainable and non-sustainable options. The two non-sustainable options were added
for the realism of the task, but two additional combinations of framing and non-sustainability
would have been required for a full comparison. Nonetheless, the ℎ 2 tests have still indicated
whether an efect is present, while controlling for the base rate. Moreover, we have also analyzed
the efectiveness among the four sustainable alternatives only.</p>
      <p>A final limitation of our study is the reliance on self-reported sustainability consciousness.
Participants’ perceptions and awareness of their own sustainability practices may vary, which
introduces subjectivity into the data. This subjectivity brings the possibility of social
desirability bias, where participants may report their sustainability consciousness in a manner that
aligns with societal expectations rather than their true beliefs and behaviors. As a result, the
reported levels of sustainability consciousness may not accurately reflect participants’ actual
attitudes and behaviors. It is worth noting that some participants may prioritize trendiness
over sustainability, indicating a potential discrepancy between stated preferences and actual
purchasing decisions. Future research could consider employing additional measures to assess
sustainability consciousness and explore the influence of social desirability bias on reported
sustainability-related attitudes and behaviors.</p>
    </sec>
    <sec id="sec-8">
      <title>Acknowledgments</title>
      <p>This work was in part supported by the Research Council of Norway with funding to
MediaFutures: Research Centre for Responsible Media Technology and Innovation, through the centers
for Research-based Innovation scheme, project number 309339.
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