Intersectionality Lens for Smartphone Adoption Among Female
Older Adults
Jia Yue Tan
1a
, Kin Meng Cheng
2b
, Ah Choo Koo
1,* c
and Chui Yin Wong
3d
1
Faculty of Creative Multimedia, Multimedia University, Malaysia
2
Faculty of Creative Industries, Universiti Tunku Abdul Rahman, Malaysia
3
The Design S ty, Malaysia
1161 .my,
*
ackoo@mmu.edu.my, chuiyinwong@gmail.com
Keywords: Female Older Adults, Intersectionality, Smartphone, Adoption.
Abstract: Older adults are usually underrepresented in the discourse of smartphone adoption and are often subjected to
stereotypes that create negative perceptions of their ability to use the technology. In a gender-stereotyped
society, female older adults face even more challenging situations for their technology adoption experiences.
Intersectionality has emerged as a dynamic theory that recognises individuals as members of multiple groups
can simultaneously experience various forms of privilege, vulnerability, and disadvantages. To examine the
adoption of smartphones among female older adults, we adapt the intersectionality lens to explain the adoption
or non-adoption issues and factors. The objectives of this study are to explore intersectionality in smartphone
usage for female older adults, review their usage and needs through related literature. This review study aims
to identify motivating factors and barriers for smartphone technology adoption among female older adults in
Malaysia. The findings show that using an intersectionality lens, the study identified how smartphone use by
female older adults is influenced by a range of interconnected factors. This study offers valuable insights for
scholars conducting similar research and highlights the importance of considering diverse and interconnected
factors in technology adoption.
1 INTRODUCTION
The evolving nature of technology implies the
necessity of users continually acquiring new technical
know-how to use mobile devices, yet this poses a
significant challenge for older generations in keeping
pace with its new interfaces (UI), applications and
interaction modes compared to the younger
generations. In the gendered inequality and
stereotyped society, especially in the male-dominated
field of science and technology (S&T) area, female
users of this advanced technology, especially in their
older age, are stereotyped as un-skilful users or non-
technological users. This user group is perceived
negatively on their ability to use technology, and they
are underrepresented in the discussions of mobile
a
https://orcid.org/0000-0001-9902-2215
b
https://orcid.org/0000-0002-9111-3988
c
https://orcid.org/0000-0002-1706-1796
d
https://orcid.org/0000-0003-2144-368X
*
Corresponding author
technology adoption. In general, most literature
focuses on older adults.
This paper aims to study female older adults’
adoption of mobile technology such as smartphone
apps and services in their everyday lives. The specific
Research Objectives (RO) to review the smartphone
usage and needs by female older adults through
related literature.
The first section of this paper presents a
theoretical lens to cover more deeply on technology
adoption or non-adoption issues through the
complexity of the intersection nature of groups,
culture, and demographics attributes that exist in
societal issues of technology adoption in the juncture
of ageing society and advanced AI-related
technological era. The second section is the scoping
review, explaining the key findings of reviews. The
Tan, J. Y., Cheng, K. M., Koo, A. C. and Wong, C. Y.
Intersectionality Lens for Smartphone Adoption Among Female Older Adults.
DOI: 10.5220/0013295400004557
Paper published under CC license (CC BY-NC-ND 4.0)
In Proceedings of the 4th International Conference on Creative Multimedia (ICCM 2024), pages 5-13
ISBN: 978-989-758-733-7; ISSN: 3051-6412
Proceedings Copyright © 2025 by SCITEPRESS Science and Technology Publications, Lda.
5
third section is to present the review findings in a
Framework and explain the details of the framework.
1.1 Intersectionality Lens as the
Theoretical Foundation
Intersectionality, a theoretical lens developed by
Kimberlé W. Crenshaw in 1989, originated from the
advocacy for the rights of black women in the United
States during the 1970s and 1980s (Rodriguez, 2018).
Crenshaw contended that the structural systems
exhibited a failure to acknowledge the interconnected
nature of the oppressive experiences encountered by
women of colour. These systems concentrated
exclusively on gender and race as separate entities,
disregarding their intersectionality (Rodriguez,
2018).
Crenshaw defined intersectionality as a
metaphorical representation of a crossroad or traffic
at a junction. It signifies the convergence of multiple
influences originating from several factors, which
collectively shape the interconnected experiences or
circumstances of a person or a group (Rodriguez,
2018, p.431). In simple understanding, Crenshaw
illustrated intersectionality as:
“The metaphor of a crossroads or traffic at an
intersection… arguing that diverse factors flow from
different directions and only by looking at the
interconnection of these factors is one able to
understand the causes, characteristics, and
consequences of events that happen at the
intersection” (Rodriguez, 2018, p. 431).
The topic of intersectionality has been widely
discussed for many years, especially in the field of
feminist research (Slowey, 2022). Currently, it is used
as a flexible research model that is utilised in different
fields such as health research, ageing and technology,
and information systems research. It goes beyond the
traditional frameworks that focuses on only one
aspect (World Health Organisation [WHO], 2020).
The statement recognises that individuals own
numerous identities, such as age, class, ability,
religion, education and migratory status.
As members of multiple groups, individuals can
simultaneously experience various forms of privilege,
vulnerability, and disadvantages (Rodriguez, 2018;
WHO, 2020).
1.2 Intersection and Interconnected
Factors
Scholar activists including Crenshaw have used
intersectionality to urge for a deeper look at the
interconnected factors (based on gender, class, race
and other categories) that determine power, privilege
and oppression of a marginalised group (Rodriguez,
2018; Fehrenbacher & Patel, 2020).
Presently, intersectionality has emerged as a
dynamic research paradigm that seeks to move
beyond the use of traditional ‘single-axis framework’
(one that considers single, rather than the multiple
intersecting categories of identity) that shape
individualsexperiences (WHO, 2020). It begins with
the idea that individuals have multiple identities (i.e.,
age, class, ability, religion, education, migration
status, etc.), and that as members of more than one
‘group’, they can experience different forms of
privilege, vulnerability and (or) disadvantages at the
same time (Rodriguez, 2018; WHO, 2020). For
example, gender is only one of the social factors that
people face in every part of the world. It is still
insufficient to address either a dominant or
subordinate position (Ceia et al., 2021; Rodriguez,
2018) without taking into consideration other social
constructs or categories of identity.
Nevertheless, this study did not adhere to a pure
intersectional gender analysis that centres more on the
voices of people who are subjected to multiple,
simultaneous forms of oppression to understand the
complexities of the inequalities and their
interconnections, particularly where ‘gender’ is
prioritised as the primary entry point into the analysis
(UN Women, 2020; WHO, 2020). This study adapted
intersectionality in a flexible way to explore how
female older adults use of smartphones
simultaneously embodies multiple elements and
characteristics (i.e., age, educational attainment,
digital literacy, environmental influence, etc.), rather
than being necessarily associated with oppression and
discrimination. These grouping social identities and
contextual factors would be considered as elements to
be explored and reviewed in this study to understand
the depths of how Malaysian female older adults use
their smartphones in real-life contexts.
1.3 Application of Intersectionality
The use of the intersectionality lens for any service
design has emphasised the multiple influences of
individuals’ characteristics and social identities (i.e.,
gender, socioeconomic status, race, age, language
ability group, physical ability or disability group,
immigrants or non-immigrants, digitally literate and
low literate group) which have the nuance influence
of the everyday lives of that individual or group
(Corus & Saatcioglu, 2015). The author further
elaborates that the group or subgroup, if to be
analysed deeper, may have a further understanding of
ICCM 2024 - The International Conference on Creative Multimedia
6
how the identity factors (listed above) affect the
quality of life or well-being of a group of people.
These influences can lead to stereotyping (grouping)
and add complexity to understand the context of how
society works.
This theory is useful for discussing how
Malaysian female older adults use smartphones to
contribute to their family and the community (i.e.,
role as a family caregiver, in managing household,
social participation, etc.), for their personal interests
and well-being, as well as their strength in coping
with contingency situations (i.e., the impact of the
COVID-19), all of which should be acknowledged.
The smartphone usage experiences and behaviours
among female and male older adult users might also
differ. Currently, the use of mobile apps and services
have become common: banking, purchasing goods
using e-wallet, e-banking and verification of
accounts, communication using instant messages, etc.
These activities require the use of smart technology
and users’ interaction with digital interfaces.
The theory of intersectionality has contributed to
understanding and improving telecommunication or
mobile service design by offering “a holistic look at
the co-created nature of services and it can be
instrumental in designing tailored and fair services to
improve consumer and societal well-being”, as
mentioned by Corus and Saatcioglu (2015) who
explained the complexity of the user’s identities and
how it comes to affect their usage purpose and
behaviours.
1.4 Global Ageing: Patterns, Meanings
and Consequences
The world is currently undergoing a notable
demographic change known as the "ageing
population phenomenon." This shift is mostly caused
by causes such as longer life expectancy and
decreasing birth rates (UN, 2020). The prevalence of
older individuals worldwide has been steadily
increasing, resulting in around 9% of the population
today being 65 years or older. According to
projections from the United Nations (2020), this
percentage is expected to double and reach over 16%
by 2050.
Nevertheless, the categorisation of ‘older adults’
differs among nations and regions. Low-and-middle-
income countries (LMICs) generally classify those
aged 60 and above as older adults, whereas Western
countries commonly establish the threshold at 65 and
above (UN, 2019; WHO, 2021). In this study, the
term ‘older adults’ will refer to persons from both age
groups, encompassing a wide range of opinions on
ageing (APA, n.d.).
In Malaysia, individuals aged 60 years and above
are considered ‘senior citizens’ or ‘older adults.’
Approximately 7% of the population in Malaysia is
65 years or older, which classifies the country as an
‘ageing nation’ (World Bank Group, 2020;
MyGovernment Portal, 2022). Projections indicate
that the percentage will increase twofold to reach
14% by 2040, indicating Malaysia's shift towards
being an ‘aged nation’ (World Bank Group, 2020).
Comprehending the patterns of ageing worldwide
and the diverse criteria for categorising older
individuals in different nations is essential for
policymakers, researchers, and healthcare
practitioners. These changes have important
consequences for healthcare, social welfare, and
economic policies, emphasising the requirement for
comprehensive and age-friendly programmes to
tackle the changing demands of older individuals and
guarantee their welfare and social integration.
Additional study is important to investigate the
complex and diverse aspects of ageing and devise
efficient approaches to address the difficulties and
possibilities linked to worldwide ageing.
1.4.1 Exploring the Complexities of
Worldwide Ageing and the Impact of
Smartphone Culture: Obstacles and
Possibilities
The world is currently experiencing the phenomenon
of global ageing and the rapid progress in technology
are fundamentally transforming societies around the
globe, giving rise to a multitude of obstacles and
opportunities in the realm of current events and global
matters. There is a notable change in the world's
population, with a larger percentage of older adults
leading to an increase of the phenomenon of ageing
populations (UN, 2019; WHO, 2020).
Simultaneously, the widespread use of smartphones
and rapid progress in technology is revolutionising
the ways in which individuals engage, work and
reside (Pew Research Centre, 2021).
1.4.2 Exploring the Phenomenon of
Smartphone Culture
Smartphones have become an indispensable part of
everyday life, with an estimated 6.4 billion
individuals globally utilising these gadgets (Statista
Research Department, 2021a, 2021b). These gadgets
offer a wide range of features that allow users to
remain connected, receive information and
Intersectionality Lens for Smartphone Adoption Among Female Older Adults
7
participate in various activities using mobile apps and
services (Rao & Troshani, 2007; GSMA, 2020).
1.4.3 Analysing the Patterns of Smartphone
Usage in the Older Adults Population
The older adult population has increasingly
recognised the significance of smartphones, leading
to their designation as "silver surfer adopters of
smartphones" (Wong et al., 2020). Several studies
have extensively examined the usage of smartphones
among the older adult population, providing valuable
insights into the diverse and frequently restricted
involvement with these technological devices
(Rosales &
& Fernández-Ardèvol, 2019). This question
is especially relevant for the older adults’ population,
a group that may face distinct physical and functional
difficulties (Nikou, 2015). The integration of
Information and Communication Technology (ICT)
has the potential to greatly improve the quality of life
for older persons, notwithstanding the presence of
digital inequities (Francis, 2019).
According to the Malaysian Communications and
Multimedia Commission (MCMC, 2022), there is a
growing trend among older people in Malaysia
smartphone technology between 2018 and 2021, with
more than 80% (online survey with 1916
respondents) of individuals aged 65 and over using
smartphones. The main purposes for which older
individuals utilise smartphones are communication,
socialisation, work, entertainment, and religious
activities (Ahmad et al., 2016; Wong et al., 2017).
Although the older adult population is
increasingly using smartphones, they still encounter
hurdles such as struggling with unfamiliar interfaces
and technologies, cost problems, and concerns about
cybersecurity (Azuddin et al., 2014; Mohadis & Ali,
2015; Wong et al., 2020). Nevertheless, older
individuals also demonstrate favourable perspectives
towards smartphones, highlighting the significance of
compatibility and the aspiration to acquire and
enhance digital proficiencies (Yong, 2016; Wong et
al., 2018, 2020).
1.4.4 Digital Divide due to Demographic
Factor
The convergence of international ageing patterns and
the prevalence of smartphone culture poses both
obstacles and prospects for individuals, communities
and governments around the globe. Technology can
improve the lives of older individuals by making it
easier for them to get healthcare and stay connected
with others. However, it also brings up worries about
some older people being left out and unequal access
to digital resources (Eurostat, 2021; European
Commission, 2020).
To effectively navigate the challenges posed by
global ageing and smartphone culture, it is crucial to
comprehend and tackle the intricate relationship
between demographic changes and technological
progress. By acknowledging the difficulties and
advantages brought about by these occurrences,
society might strive towards cultivating inclusive and
sustainable communities in an ever-growing digital
realm.
2 A REVIEW ON THE ADOPTION
OF SMARTPHONES BY
FEMALE OLDER ADULTS
The study adopted a scoping review (Munn et al.,
2018), specifically to address this research question:
To review the smartphone usage and needs by female
older adults through some related literature.
Relevant articles were discovered through
ScienceDirect, Taylor & Francis, Frontiers and
Google Scholar databases, ranging from 2012 to
2023.
Keyword searches included terms such as
"smartphones," "mobile technologies,"
"female/women," "older adults/elderly/senior
citizens/ageing," "mobile usage/adoption," and
"intersectionality." The review focused on studies
examining the adoption of smartphones by female
older adults and the factors influencing this adoption.
Terms excluded from the search were "male/men
older adults smartphone users," "feature phones,"
"landline phones," and "pre-smartphone era."
Finally, 11 articles were selected, and their key
findings are discussed in the following sections.
2.1 Intersecting Factors Identified from
Female Older Adults on
Smartphone Usage or Adoption
Technology adoption is not just adopting the
hardware, but also the software and its application
services. How technology is adopted by older adults,
must be observed from their needs and personal
attributes, especially the motivation to learn and use
it. Internal and external factors of “push and pull” are
the motivational factors for older adults and their
gender roles to influence the use of smartphones. The
equality of access to technology and the issue of the
technology divide can be explained through the lens
of intersectionality.
ICCM 2024 - The International Conference on Creative Multimedia
8
Our previous work conducted a study on
smartphone usage and experience of female older
adults (Tan et al. 2022). The study involved a group
of smartphone users in the Central City area around
Kuala Lumpur- Klang area (cities or townships area),
where the use of smartphones is quite vibrant and
active for all age group users, including older adults.
Many older adults have some forms of experience
using smartphones. Their experiences are also
unique, which is worth exploring. Two were recruited
in a pilot study, and seven were recruited in the main
study, to explore what these female older adults did
with their smartphones and how they perceived their
male counterparts (spouse, friends or peers) in using
smartphones.
The findings showed several intersecting factors
that influenced the relationship between female older
adults and their smartphone intimacy as illustrated in
Figure 1. These factors have surfaced positively
contributing to the usage of smartphones. We showed
how the relationship was established through
evidence of usage and experience sharing
in the
verbatim form mentioned by the research
participants.
Figure 1: Intersecting factors that influence the
relationships (positively) between female older adults and
their smartphone usage (Tan et al., 2022, p. 1292).
These factors identified are the general trends of
findings based on this group of participants only. The
intersections of gender grouping, or variables (male
and female) have shown the differences in mobile
usage and experiences. The intergenerational group
(elderly and young people) has shown differences in
perception toward each other’s free time and ability
to help troubleshoot on mobile phones. The culture or
ethnicity attribute did not show much difference in
general, but the socio-economic (i.e., mobile
expenditure, self-investment in digital skill class),
educational background, and supportive environment
possessed significant impacts on mobile phone usage
and experiences” (Tan et al., 2022, p. 1294).
nvironmental factors such as infrastructure, and
mobile phone usage and culture are also considered
the key factors to encourage or discourage the usage
of smartphones.
2.2 Female Older Adults’ Adoption of
Mobile and Smartphone
Technology
Research (Cajamarca & Herskovic, 2022; Ganito,
2018; Hardill & Olphert, 2012) has shown that daily
use of mobile phones by female older adults has
become more comfortable, particularly because it
increases their sense of safety, mobility, flexibility
and independence. Apart from communication, more
female older adults are discovered to use ICT (i.e.,
smartphones, computers, applications, assistive
technologies) for various purposes, including online
shopping, entertainment, health-related and work
purposes (Cajamarca & Herskovic, 2022; Ganito,
2018).
In terms of negative experiences, female older
adult users reported fear while interacting with more
complex features and functions (i.e., online banking),
and have expressed concern about becoming overly
reliant on technology use (Cajamarca & Herskovic,
2022). Research (Hardill & Olphert, 2012; Kim et al.,
2016; Xue et al., 2012) also found that age-related
barriers (severe decline in physical and cognitive
abilities) were the primary cause of female older
adults’ limited phone access. It has somehow
impacted their abilities and needs to use phones,
especially for socialising. However, most of these
perspectives are primarily from Westernised or
developed countries (i.e., UK, US, Portugal), and
their findings may not directly apply to older women
in the context of developing countries like Malaysia.
In Malaysia, recent studies from 2022 have shed
light on digital technology adoption among the
Malaysian female older adults. Lee et al. (2022)
investigated the spending patterns on
telecommunications within Malaysian households in
2019, utilising microdata on income and
Intersectionality Lens for Smartphone Adoption Among Female Older Adults
9
expenditures. The study revealed that households
headed by older adults, particularly female older
adults or those solely comprised of older adults,
exhibited lower monthly telecommunications
spending, attributed to reduced household incomes.
This lower expenditure suggested that a significant
number of Malaysian older adults acquire
smartphones either as gifts or second-hand devices
from family members. The research also pointed out
a noticeable disparity in telecommunications
spending among households led by female older
adults, which limited their access to telemedicine,
online communication, and economic services such
as e-wallets.
Additionally, Liew et al. (2022) undertook a
qualitative study of smartphone usage among lower-
income (B40) older women residing in rural areas of
Malaysia. The study identified physical, cognitive,
psychological, and usability challenges in
smartphone usage, emphasising the necessity for a
supportive environment, in-person guidance and age-
friendly app interfaces to enhance learning and
usability for this demographic.
Nevertheless, most existing studies in Malaysia
that focused on gender about usage behaviour and
adoption of ICT technologies have mainly
investigated the interests of younger age groups (< 50
years old) or all age groups in general (Ahmad et al.,
2019; Aziz & Aziz, 2020; Maon et al., 2021). The
literature review reveals a significant gap in research
centred on ageing and gender in Malaysia,
particularly ones that explore female older adult
users’ perspectives, experiences, and issues regarding
their adoption of mobile technologies (i.e.,
smartphones, computers, app software etc.).
Additionally, there is a lack of an in-depth and
multidimensional view that considers the spectrum of
users such as age, gender, socioeconomic status,
ethnicity, abilities and so on which can influence
individuals’ or groups’ experiences of smartphone
use.
To address the research objective of reviewing
smartphone usage and needs among female older
adults through related literature, with a particular
focus on Malaysian research, a scoping review was
conducted. This review highlights a notable gap in
research centred on ageing and gender in Malaysia,
particularly on exploring the perspectives,
experiences, and issues of older female users
regarding their use of smartphone apps and services.
The literature review identified three main topics:
"Global Ageing: Patterns, Meanings, and
Consequences," which analyses the overall trends and
effects of ageing on a global scale; "Exploring the
Complexities of Worldwide Ageing and the Impact of
Smartphone Culture: Obstacles and Possibilities,"
which investigates the challenges and potential
benefits of smartphone usage among older adults; and
"Mobile Technology Use and Intersectionality,"
which examines how elements such as age, gender,
socioeconomic status, ethnicity, and abilities shape
the experiences (and trends) of individuals and groups
about smartphone use. These concerns emphasise the
importance of using a comprehensive approach to
understand the specific challenges and requirements
of older women in relation to mobile technology,
especially in Malaysia (Tan et al., 2022).
2.3 Stereotype on Smartphone Usage:
Age and Gender Context
It is imperative to recognise that age and gender
stereotypes in relation to technology persist, and these
stereotypes often have negative impacts on female
older adults’ representation and use of digital
technology (Balsamo, 2014, as cited in Gales &
Hubner, 2020). These stereotypes can also result in
biased perceptions regarding one’s abilities and
interests, as well as those of others. Previous studies
(Comunello et al., 2016; Gales & Hubner, 2020) have
uncovered gender-related interests in technology
usage, where women’s use of mobile phones was
typically associated with an interest in
communication (depicted as being ‘chatterboxes’),
caregiving or online shopping. Such stereotypes,
however, do not apply to men. Meanwhile, men were
perceived by women to have more interest in STEM
areas, which was attributed to their masculine nature
(physical strength and competency) (Gales &
Hubner, 2020). When relating gender and technology
competence, the masculine assumption collectively
shapes the negative stereotype that women are ‘less
skilled or competent users,’ and ‘less interested in
ICT’, while men are perceived positively as ‘tech-
savvy’ and ‘having higher competence when it
comes to technology adoption and usage performance
(Comunello et al., 2016; Gales & Hubner, 2020). The
negative stereotypes are thereby even more
pronounced for female older adult users. The
assumption regarding their technology usage is not
only based on gender but also their age, as there is
also the biased perception that older individuals are
less competent than younger ones when it comes to
the adoption of mobile phones (Comunello et al.,
2016).
Despite widespread stereotypes about older
women and technology use, existing literature has
provided significant insights (see Section 2.2) into
ICCM 2024 - The International Conference on Creative Multimedia
10
their adoption of technologies as the digital landscape
evolves.
2.3.1 Female Older Adults’ Perception of
Oneself and Others regarding
Smartphones/ Technology Usage
Gales and Hubner (2020) conducted qualitative in-
depth interviews with female older adults (aged 65-
75) in Germany to gather insights on their self-
perceptions and perceptions of others (i.e., their
peers) regarding technology usage (smartphones,
computers etc.). Older women in the context of Gales
and Hubner’s study view their interest in technology
as stemming from individual preferences rather than
societal influences. This suggests that internal
motivations and personal experiences play a
significant role in their technology adoption. When
assessing others, these women rely on societal
stereotypes, believing men are naturally more
inclined towards technology, especially in
mechanical and technical aspects. In contrast, these
women associate women’s interest in technology
more with social and communicative purposes, such
as using smartphones for chatting or video calls. This
dichotomy between self-perception and group
perception highlights a psychological barrier where
individuals may feel competent personally but
perceive their group as generally less competent.
Furthermore, the same study found that older women
often use age to justify their perceived lack of
technological competence, which can serve as a
significant psychological barrier (Gales & Hubner,
2020). They rationalise their difficulties with
technology as an inevitable part of ageing, they not
only perceive themselves as less competent but also
perceive their peers, especially those older than
themselves, as even less competent.
The concept of the bias blind spot (Pronin et al.,
2002, as cited in Gales & Hubner, 2020), where
individuals perceive themselves as less biased than
others, is evident in the findings. This creates a
psychological barrier that prevents them from
recognising their own biases in avoiding adopting
certain technologies.
he study highlights the intricate intersection of
gender, age, and technology stereotypes, showing
that older women's self-perceptions and their views of
others are shaped by deeply ingrained societal norms.
To empower older women in the digital age, it is
essential to address these stereotypes and promote a
more inclusive approach to technology design and
education (Gales & Hubner, 2020).
3 DISCUSSIONS
The study emphasises the enduring prejudices
associated with age and gender in connection to
technology, and how these stereotypes significantly
influence the way female older adults acquire and use
smartphones. The prevalence of these prejudices
frequently results in biased perceptions regarding the
technical aptitude of older women, reinforcing
negative assumptions, despite evidence indicating
their growing ease and competency in using mobile
devices. Research emphasises that older women may
have a positive personal interest in technology, but
societal preconceptions affect their perception of
others' ability. This division generates a mental
obstacle where individuals feel capable on an
individual level but view their group as less capable,
intensified by age-related explanations for perceived
difficulties with technology.
The intersectionality framework provides a
comprehensive and detailed comprehension of how
aspects such as age, gender, socioeconomic status,
and supportive contexts influence the experiences of
female older adults using smartphones. This method
emphasises notable discrepancies in the availability
of resources, knowledge of mobile technologies, and
social assistance systems among individuals
belonging to this specific group. To tackle these
problems, it is necessary to implement concrete
actions such as customised training programmes,
enhanced accessibility features in smartphone design,
and the promotion of optimistic stories to counter
prejudices and empower older women in their
utilisation of mobile technology. Addressing these
intricacies is crucial for improving the involvement,
autonomy, and general welfare of older women in the
digital era.
4 CONCLUSIONS
The findings of this study contribute to several
important research areas, including geron-technology
which is an interdisciplinary field that combines
gerontology (ageing) and technology (Teh et al.,
2015), and women’s perspectives by exploring
female older adults’ experiences and behaviours in
using smartphones. The lens of intersectionality can
be utilised in the research of technology adoption,
which is a good move, where the nuance of the
experiences of different sub-group users is to be
considered too. It is to encourage scholars to design
research that is sensitive to such complexities and
Intersectionality Lens for Smartphone Adoption Among Female Older Adults
11
interdependent disadvantages that play a key role in
the construction of experiences and value in
technology adoption research by the disadvantaged
groups. Any policy or promotion of technology usage
should emphasise the use of qualitative research with
consideration of better theories to guide research to
be more inclusive like what the current theory can
offer to researchers and policymakers. Awareness of
theories should be encouraged in research. In sum, the
intersectionality lens offers considerable potential in
understanding complex and multi-dimensional
technology adoption to all ages/ groups and
subgroups. This study offers valuable insights for
scholars conducting similar research and highlights
the importance of considering diverse and
interconnected factors in technology adoption.
ACKNOWLEDGEMENTS
This work was partially supported by the
International Development Research Centre Grant
(IDRC, Canada) and Carleton University through a
grant entitled “Designing Mobile Service Design for
Ageing Women in Malaysia”. This was one of the
projects, namely Project ID 50, under Gendered
Design for STEAM in LMICs. Grant ID was MMUE
190212/ ID 50, 2020-2022.
REFERENCES
Ahmad, N. A., Zainal, A., Kahar, S., Hassan, M. A. A., &
Setik, R. (2016). Exploring the needs of older adult
users for spiritual mobile applications. Journal of
Theoretical and Applied Information Technology,
88(1), 154–160.
https://www.researchgate.net/publication/303919536_
Exploring_The_Needs_of_Older_Adult_Users_for_Sp
iritual_Mobile_Applications
American Psychological Association (APA). (n.d.). Age.
Retrieved March 6, 2020, from
https://apastyle.apa.org/style-grammar-
guidelines/bias-free-language/age
Arthanat, S., Vroman, K., Lysack, C., & Grizzetti, J.
(2018). Multi-stakeholder perspectives on information
communication technology training for older adults:
implications for teaching and learning. Disability and
Rehabilitation Assistive Technology, 14(5), 453-461.
https://doi.org/10.1080/17483107.2018.1493752
Ashton, J. (2020). Mobile Culture vs Culturally Mobile?
The University of British Columbia.
https://blogs.ubc.ca/etec523/2020/05/27/mobile-
culture-vs-culturally-mobile/
Azuddin, M., Malik, S. A., Abdullah, L. M., & Mahmud,
M. (2014). Older people and their use of mobile
devices: Issues, purpose and context. The 5th
International Conference on Information and
Communication Technology for the Muslim World,
ICT4M 2014, 1–6.
https://doi.org/10.1109/ICT4M.2014.7020610
Cajamarca, G., & Herskovic, V. (2022). Understanding
experiences and expectations from active, independent
older women in Chile towards technologies to manage
their health. International Journal of Human-Computer
Studies, 166(April), 102867.
https://doi.org/10.1016/j.ijhcs.2022.102867
Ceia, V., Nothwehr, B., & Wagner, L. (2021). Gender and
Technology: A rights-based and intersectional analysis
of key trends. In Oxfam.
https://www.oxfamamerica.org/explore/research-
publications/gender-and-technology-a-rights-based-
and-intersectional-analysis-of-key-trends/
Comunello, F., Ardèvol, M. F., Mulargia, S., & Belotti, F.
(2016). Women, youth and everything else: age-based
and gendered stereotypes in relation to digital
technology among elderly Italian mobile phone users.
Media, Culture & Society, 39(6), 798–815.
https://doi.org/10.1177/0163443716674363
Corus, C., & Saatcioglu, B. (2015). An intersectionality
framework for transformative services research.
Service Industries Journal, 35(7), 415–429.
https://doi.org/10.1080/02642069.2015.1015522
Fehrenbacher, A. E., & Patel, D. (2020). Translating the
theory of intersectionality into quantitative and mixed
methods for empirical gender transformative research
on health. Culture, Health & Sexuality, 22(sup1), 145–
160. https://doi.org/10.1080/13691058.2019.1671494
Ganito, C. (2018). Gendering Old Age: The Role of Mobile
Phones in the Experience of Aging for Women. In
Lecture Notes in Computer Science (including
subseries Lecture Notes in Artificial Intelligence and
Lecture Notes in Bioinformatics): Vol. 10926 LNCS
(pp. 40–51). Springer International Publishing.
https://doi.org/10.1007/978-3-319-92034-4_4
GSMA. (2020). Connected women: The mobile gender gap
report 2020.
https://www.gsma.com/mobilefordevelopment/wp-
content/uploads/2020/05/GSMA-The-Mobile-Gender-
Gap-Report-2020.pdf
Hardill, I., & Olphert, C. W. (2012). Staying connected:
Exploring mobile phone use amongst older adults in the
UK. Geoforum, 43(6), 1306–1312.
https://doi.org/10.1016/j.geoforum.2012.03.016
Lee, Y., Din, H. M., Wong, C. Y., Lai, W. T., & Koo, A. C.
(2022). A study of female- and older adults-led
households’ telecommunication expenditure in digital
Malaysia. In Proceedings of the International
Conference on Technology and Innovation
Management (ICTIM 2022) (Vol. 1, pp. 307–320).
Atlantis Press International BV.
https://doi.org/10.2991/978-94-6463-080-0_27
Liew, E. J. Y., Teh, P.-L., Ewe, S. Y., & Chong, C. L.
(2022). Understanding Challenges as Needs:
ICCM 2024 - The International Conference on Creative Multimedia
12
Smartphone Usage Among Malaysian Older Women in
Rural Areas. 2022 IEEE International Conference on
Industrial Engineering and Engineering Management
(IEEM), 1201–1205.
https://doi.org/10.1109/IEEM55944.2022.9989579
Malaysian Communications and Multimedia Commission.
(2022). Hand Phone Users Survey 2021 (Issue July).
https://www.mcmc.gov.my/skmmgovmy/media/Gener
al/pdf2/FULL-REPORT-HPUS-2021.pdf
Mohadis, H. M., & Ali, N. M. (2015). A study of
smartphone usage and barriers among the elderly. 2014
3rd International Conference on User Science and
Engineering (i-USEr), 109–114.
https://doi.org/10.1109/IUSER.2014.7002686
Munn, Z., Peters, M. D. J., Stern, C., Tufanaru, C.,
McArthur, A., & Aromataris, E. (2018). Systematic
review or scoping review? Guidance for authors when
choosing between a systematic or scoping review
approach. BMC Medical Research Methodology, 18(1),
143. https://doi.org/10.1186/s12874-018-0611-x
MyGovernment Portal. (2022). Vulnerable Groups: The
Elderly/Senior Citizens.
https://www.malaysia.gov.my/portal/content/30740
Nikou, S. (2015). Mobile technology and forgotten
consumers: the young-elderly. International Journal of
Consumer Studies, 39, 294-304.
Pew Research Center. (2021). Technology use in the U.S.
https://www.pewresearch.org/internet/2021/09/01/the-
internet-and-the-pandemic/
Pronin, E., Lin, D., & Ross, L. (2002). The bias blind spot:
perceptions of bias in self versus others. Personal. Soc.
Psycho/. Bull. 28, 369-381. https://doi.org/L0.1177/
0146167202286008
Rao, S., & Troshani, I. (2007). A conceptual framework and
propositions for the acceptance of mobile services.
Journal of Theoretical and Applied Electronic
Commerce Research, 2(2), 61–73.
https://doi.org/10.3390/jtaer2020014
Rodriguez, J. K. (2018). Intersectionality and Qualitative
Research. In C. Cassell, A. L. Cunliffe, & G. Grandy
(Eds.), The SAGE Handbook of Qualitative Business
and Management Research Methods: History and
Traditions (pp. 429–461). SAGE Publications Ltd.
https://doi.org/10.4135/9781526430212.n26
Rosales, A. & Fernández-Ardèvol, M. (2019). Smartphone
Usage Diversity among Older People. Human
Computer Interaction Series.
Slowey, M. (2022). Intersectionality: Implications for
Research in the Field of Adult Education and Lifelong
Learning. In K. Evans, W. O. Lee, J. Markowitsch, &
M. Zukas (Eds.), Third International Handbook of
Lifelong Learning (pp. 1–21). Springer, Cham.
https://doi.org/10.1007/978-3-030-67930-9_5-1
Tan, J. Y., Koo, A. C., Wong, C. Y., & Lai, W. T. (2022).
Intersectionality Lens to Female Elderly's Mobile
Usage Experience under COVID-19: An Intimate or
Intimidating Relationship?. International Journal of
Technology, 13(6).
https://doi.org/10.14716/ijtech.v13i6.5920
United Nations. (2020). World population ageing 2020:
Living arrangements of older persons. In United
Nations Department of Economic and Social Affairs,
Population Division.
https://www.un.org/development/desa/pd/sites/www.u
n.org.development.desa.pd/files/undesa_pd-
2020_world_population_ageing_highlights.pdf
UN Women. (2020). Intersectional feminism: what it
means and why it matters right now.
https://www.unwomen.org/en/news/stories/2020/6/exp
lainer-intersectional-feminism-what-it-means-and-
why-it-matters
World Bank Group. (2020). A Silver Lining: Productive
and Inclusive Aging for Malaysia.
https://www.worldbank.org/en/country/malaysia/publi
cation/a-silver-lining-productive-and-inclusive-aging-
for-malaysia
World Health Organisation [WHO]. (2020). Incorporating
intersectional gender analysis into research on
infectious diseases of poverty: A toolkit for health
researchers.
https://www.who.int/publications/i/item/97892400084
58
Wong, C. Y., Ibrahim, R., Hamid, T. A., & Mansor, E. I.
(2018). Mismatch between older adults’ expectation
and smartphone user interface. Malaysian Journal of
Computing, 3(2), 138.
https://doi.org/10.24191/mjoc.v3i2.4889
Wong, C. Y., Ibrahim, R., Hamid, T. A., & Mansor, E. I.
(2020). Measuring expectation for an affordance gap on
a smartphone user interface and its usage among older
adults. Human Technology, 16(1), 6–34.
https://doi.org/10.17011/ht/urn.202002242161
Xue, L., Yen, C. C., Chang, L., Chan, H. C., Tai, B. C., Tan,
S. B., Duh, H. B. L., & Choolani, M. (2012). An
exploratory study of ageing women’s perception on
access to health informatics via a mobile phone-based
intervention. International Journal of Medical
Informatics, 81(9), 637–648.
https://doi.org/10.1016/j.ijmedinf.2012.04.008
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