Abstract
Serious storytelling as a media genre has the potential to accentuate the benefits of narrative interventions in health and education. To inform its application, it is necessary to identify effects of sensory inputs. Here, we focus on visual stimuli and observe their effects on an anxiety condition. We examine whether serious storytelling incorporating images, a type of basic visual stimuli, may reduce interview performance anxiety. In a double-blind randomised control trial, 69 participants with matched levels of anxiety received serious storytelling interview training and were allocated to exposure (image-based preparation) and control (standard preparation) groups. A week later, participants attended individual interviews with two independent interviewers and reported their interview anxiety. Analyses revealed a positive relationship between generalised anxiety and some dimensions of interview anxiety, but serious storytelling with images predicted a reduction in interview performance anxiety (effect size at the median value of covariates on a visual analogue scale with the range 0–100: -36.7, 95% CI [−54.7, −2.5]). Low participation burden in the brief intervention was confirmed through a deductive thematic analysis. The images were analysed based on format type and origin to inform further inquiries. This study yielded empirical findings with implications of media and technology development for serious storytelling. Seeing images of experiences during interview preparation was associated with a relief of interviewees’ anxiety towards interview performance, but further studies are necessary to consolidate the evidence for visual narrative applications in health and education.
Similar content being viewed by others
Avoid common mistakes on your manuscript.
1 Introduction
In Multimedia Tools and Application, Lugmayr, Sutinen, Shonen, Sedano, Hlavacs and Montero gave the first definition of serious storytelling [46] as a media genre of narration which ‘progresses as a sequence of patterns impressive in quality, relates to a serious context, and is a matter of thoughtful process’. Since the first definition, serious storytelling has been introduced to multiple areas concerning health and education, including e-counselling, science communication, and work-based learning [17, 27, 34]. The sensory experience of narratives, however, is yet to be evaluated to gain a full understanding of what serious storytelling may offer. As Gonçalves, Henriques, and Machado [23] emphasised, narratives are multi-sensory. To uncover the benefits of serious storytelling, relevant visual, textual, auditory, and vocal components or enablers of serious storytelling should be specified. For instance, in health, the distinction of sensorial components of narratives will be vital to fully appreciate narrative experience in cognitive narrative psychotherapy. In education, such a distinction can inform learning style considerations [19].
This investigation focuses on the effects of visual stimuli on storytelling. As the affinity of media technology for visual objects amplifies in everyday life, intermixing visualisation and storytelling has become an increasingly intuitive way of communication [35, 41, 47]. With the parallel growth of transmedia storytelling [32], distinguishing effects of different sensory inputs will be necessary to advance the development of serious storytelling in theory and practice. The delineation of a sensory landscape is an important step towards theorising narratives interventions. The insights gained may enable researchers and practitioners to develop appropriate and superior techniques to optimise intervention effects and increase scalability of visual narrative interventions.
2 Background: Interview performance anxiety
The effects of visual stimuli on serious storytelling may be observed via interview performance anxiety. Selection interviews, shortened as interviews hereafter, are one of the oldest and still the most dominant means of modern selection activities [11, 26, 30, 69]. They are a high anxiety-inducing situation, typically taking place in unfamiliar settings and involving interactions with strangers [5]. They incite fear of failing the evaluative and competitive activity before, during and even past the interviews [72]. The consequences of poor performance can jeopardise one’s life chances, that is, securing work opportunities, programs of study, scholarships, promotions, or funding. Because of the prevalence of merit-based competitive selection activities, interview anxiety has become one of the most common anxiety experiences encountered by the general population and individuals with anxiety [13].
McCarthy and Goffin reported five dimensions of interview anxiety- performance, behaviour, communication, appearance, and social anxiety [51]. Of these dimensions, performance anxiety has the most threat specificity and situation dependece; therefore, is the most appropriate dimension to observe the visual intervention effects of serious storytelling. Interview performance anxiety is an excessive concern over the outcome of an evaluation situation that can impact interview performance [51, 59, 62]. In general, interviewees predisposed to some forms of anxiety are typically at greater risk of interview anxiety, but individuals with no known anxiety disorders can also experience interview performance anxiety [3, 12]. Interview performance anxiety may be conceptualised as a subset of interview anxiety, which may coexist or interact with generalised and other forms of anxiety (Fig. 1). Anxiety, as defined by the 11th revision of the International Classification of Diseases (ICD-11) is the ‘apprehensiveness or anticipation of future danger or misfortune accompanied by a feeling of worry, distress, or somatic symptoms of tension’ [70]. Persistent symptoms of anxiety, as termed as generalised anxiety disorder, distresses and impairs individuals’ ability to function [71]. Interview performance anxiety is therefore multi-layered and dependent on state and trait anxiety as well as individual responses to perceived threat [51].
Several gaps exist in interview anxiety research. For decades, it has been acknowledged that managing interview anxiety is an important skill to maximise interview performance. However, there has been a lack of focus on helping interviewees prepare and manage interviews [39]. The selection interview literature is disproportionately published in human resource management and personnel psychology with the focus on interview and interviewer process such as assessing validity, reliability, and structure of interviews [48, 58]. Insufficient research addresses the needs of people who are vulnerable in interview situations, at the interventional level. This imbalance presents a risk to evidence-based guidance for interviewees to perform their best and renders information exchange in interviews ineffective.
2.1 Selection interview as serious storytelling
The gaps in the extant literature may be remedied by the framing of selection interviews as a form of serious storytelling. The contemporary selection interview is a classic setting where quality and impressive narration for a serious purpose takes place. Modern interviews draw heavily from the behavioural interview philosophy that past behaviour is the best indicator for future performance; therefore, requiring interviewees to recount actual events in structured, sequential story forms [33, 60]. In recent years, interviews have also evolved from relying on physical attendance to using new media and digital arrangements, such as pre-recorded video interviews and online interviews, to enable personal narratives and further expressions of individuality. Emerging digital and online interview methods present further opportunities to apply serious storytelling to interviews.
2.2 Using serious storytelling with images to address interview performance anxiety
Stories are a powerful means to recall and shape obscured experience, construct meaning, and convey understanding [52]. An individual’s ability to tell stories for serious purposes, however, cannot be taken for granted. The present study examines the use of images as visual triggers for serious storytelling. Images are the most common visual objects whose creation and consumption require a low threshold of technology. Used in narrative interventions, they help individuals externalise and disclose thoughts, internalise experiences and desirable behaviours, and rescript the realities they perceive; thus, relieving anxiety [42]. Images may assist narrative preparation by providing visual thinking strategies [16, 28] to recall events and details to create thick and rich descriptions. Narrators are mentally transported back to the time and place of an event momentarily to capture authentic details and sentiments of an event; thereby instilling confidence in the speaker and listener about the story.
3 The present study
We investigate the effects of a visual narrative intervention on reducing interview performance anxiety by incorporating images into serious storytelling for images' ubiquitous use in everyday life and ability for annotation and classification [8, 29]. We hypothesise that a minimal intervention, in which interviewees prepare images to assist serious storytelling will alleviate interview performance anxiety. We predict the intervention will reduce an interviewee’s anxiety towards interview performance. Besides the intervention, participant’s career information literacy and other factors could also affect their interview performance anxiety. These factors may include prior interview anxiety experience (pre, during, post, and overall), gender, age, work experience, and plan upon degree completion; therefore, should be controlled for as covariates.
3.1 Related work
Limited previous research exists in using visual narrative interventions to address anxiety conditions. Several studies have used elaborate technologies such as virtual and augmented reality to create realism and a sense of presence in interviews [38, 54]. However, virtual immersion experiences are costly exercises with concerns of motion sickness and induced anxiety [9]. Images, in contrast, are highly accessible visual artefacts that can be considered for this study due to their diverse applications in narrative-based interventions and low requirements of intervention incorporation for meaningful changes [42]. Photos, pictures, paintings, and drawings have been used in diverse narrative interventions of exposure therapy [1], identify construction [21], occupational wellbeing [24], psychiatric assessments [40], migrant mental health [56], and self-counselling [73]. Photos trend upwards as a prevalent image-based stimulus because of smart digital photography and social media [25]. These basic visual artefacts present low barriers to procurement and can be generated through intervention participants’ immediate networks.
3.2 Minimal intervention needed for change (MINC)
Given the reality that health and education professionals, as well as their clients, were commonly limited by available resources and time, we adopted the minimal intervention needed for change design [22]. MINC is characterised by low intensity, costs, resources, and complexity of interventions to produce meaningful results for the benefit of reach, effectiveness, adoption, implementation, maintenance, access, and scalability. Following the MINC design, we consider a brief intervention with low technology requirements and can be easily adopted by administrator and participants, as outlined in Table 1. The STAR (Situation, Task, Action, Result) behavioural interview technique commonly used by vocational counsellors, career advisors, and human resources specialists can be incorporated into the serious storytelling training. This approach has been adopted in two case studies previously [43], whose findings informed this randomised control trial.
Anticipating future practice effects, the objective of this study is to detect an initial meaningful difference in reduced interview anxiety by 10% to be 20% in effect size. Based on the MINC design, we seek not drastic changes but quantum improvements, especially for a complex phenomenon like anxiety. Realistic micro-transformations that foster gradual, sustainable, and replicable enhancement mark our approach.
4 Method
The central part of the study was a double-blind, randomised control (RCT) to reduce bias and manage imbalance in baseline variables effectively. Participants were allocated into exposure and controlled groups based on a balanced random allocation of anxiety levels. Participants and their interviewers were kept blind to the study design and participant allocation; therefore, the images were only used for private preparation and were not shared among participants or with interviewers. To examine the burden experienced by participants, qualitative data via a participant focus group and written submissions were collected for a deductive thematic analysis of participant’s experience of the MINC design. Finally, images that the exposure group participants used for serious storytelling preparation were collected for analysis. This study received ethics approval from Macquarie University Human Research Ethics Committee (reference no. 5201830874476).
4.1 Participants
Students (n = 87) undertaking a capstone subject at a large Australian university were recruited to participate in this study. The subject was a final year compulsory unit for students in several undergraduate science programs. This subject capped off university studies by facilitating student transition to work and other opportunities. It contained discipline-related career information literacy learning and an individual interview simulation [45]. The purpose of the simulation was for students to consolidate prior learning and practice articulating graduate capabilities with supporting examples. Students were required to research and identify a targeted opportunity, prepare a mock application, and attend an individual interview. Consent was sought from students to participate in this study and include their interview data for research purposes. Information about the study was provided to the students but the actual intervention (image instruction) was not disclosed. Consent was voluntary and non-consent bore no consequences.
A power analysis was conducted using superiority trials sample size calculation [74]. The null hypothesis was that the treatment was not more efficacious than the control treatment by a statistically relevant amount. Due to the lack of suitable reference statistics from comparable studies, we used a large standard deviation of 30, and an upper limit of a targeted effect size (delta) of 20 for the calculation, with power set to 0.8 and alpha 0.05. This produced a minimum sample size of 27.8 in each of the exposure and control group.
4.2 Procedures
All students in this course received the one-hour serious storytelling training incorporating the STAR behaviour interview technique. The training presented serious storytelling techniques for interviews and a range of potential interview questions. Participants consenting to the study took a questionnaire determining their levels of generalised anxiety and career information literacy, which were two important covariates to consider for this study. According to their levels of generalised anxiety (non-case, mild, moderate, and severe), participants were randomly assigned to the exposure and control groups. Both groups received instructions via email about their individual interviews in a week, including a list of potential questions and the requirement of preparing three examples in the STAR format individually. The exposure group participants had an additional preparation requirement of using three images to prepare their stories. These images were intended for participants’ private preparation and not to be shared with the interviewers. There was no further guidance on what images to use. One week later, just before the interview simulation, a researcher not involved in the participant allocation and interviews collected images from the exposure group participants. The interviewers took turns to ask three questions from the list of questions presented in the training. Immediately after the interviewers, each participant completed a questionnaire to report their interview anxiety. A debrief session (in-person focus group) with the participants then took place, where participants described their interview simulation experience and preparation. Participants were also invited to provide written feedback.
4.3 Measures
4.3.1 Measure of anxiety in selection interviews (MASI)
The construct of interview anxiety was defined by McCarthy and Goffin as ‘feelings of nervousness or apprehension that are relatively stable within job applicants across employment interview situations’ [51]. There were five dimensions to the construct of interview anxiety- performance, behaviour, communication, appearance, and social anxiety. The focus of our study was the widely accepted interview performance anxiety that related to evaluative situations such as test-taking and exams. The interview performance anxiety scale had five items, including feeling nervous about their performance, being overwhelmed by thoughts of doing poorly, being worried about lower performance than others, being troubled by thoughts of failing to the extent that one’s performance is reduced, being worried about not getting the job/opportunity, and being worried about whether one is a good candidate for what they apply.
The other four interview anxiety dimensions (behaviour, social, appearance, and communication) were not our target outcomes because they were comparatively more trait-related than situation related and also because of the constraints of the experimental set up (i.e., communication protocol as well as social setting and expectation were not completely unfamiliar; the dress code of formal attire was not mandated). However, we did not exclude the use of the full set of MASI as it could provide additional information should future researchers consider broadening the scope of the MINC design. The MASI had six items for each dimensionality of interview anxiety, totalling 30 items. Our focus remained the interview performance anxiety due to its specificity to the interview situation and the concern over the outcome of an evaluative situation. A visual analogue scale with the a 100 mm line segment indicating the extent to which participants agreed with the statement was used.
4.3.2 The anxiety scale of the hospital anxiety and depression scale (HADS-A)
The HADS-A, a brief screening tool commonly used in the public health system where this study took place, determined the participants’ levels of generalised anxiety. It contained seven items evaluating respondents’ anxiety experience in the past week. Total scores less than eight were considered as none-cases, eight to ten indicated mild anxiety, 11 to14 were classed as moderate anxiety, and 15 to 21 were cases with severe anxiety. Past reviews of the scale had found satisfactory internal consistency, concurrent validity and case finding ability; therefore, it was considered adequate to use for both the general population and people diagnosed with anxiety [7, 31].
4.3.3 Career information literacy (CIL)
The participants were recruited from a course containing career readiness development with CIL measurement. The career information literacy posited a person’s understanding about themselves and the outside world as a type of information literacy that affected their decision making and goal setting [44]. CIL was an individual’s perceived ability to locate, access, interpret, evaluate, and synthesise data to create knowledge for career development. The CIL had 12 items measuring a person’s understanding about themselves, their knowledge of the world around them, their reasoning and style of decision making, and the adjustment they made for career transition, across generic (non-discipline), situated (discipline-based), and transformative (trans-discipline) dimensions of career development learning. The same visual analogue scale used to measure MASI in this study was adopted.
4.3.4 Participant background and previous interview anxiety experience
Participants identified their demographic and background features (gender, age, work experience, plan upon degree completion). They also reported their previous interview anxiety experience (pre, during, post, and overall) according to the same visual analogue scale method used for MASI and CIL measurements.
4.4 Data analysis
Ordinal regression for continuous responses was the method adopted to analyse the data yielded by visual analogue scales [50]. Analyses were performed in R [15] using the package of ordinalCont [49]. The model included performance anxiety and other dimensions of interview anxiety, including behavioural, communication, social, and appearance anxiety as responses. The predictor of the model was exposure to the intervention of serious storytelling with images, with covariates of previous interview anxiety experience, gender, age, work experience, and plan following degree completion. The effect size of significant predictors is calculated by comparing the predicted outcomes either across levels of categorical predictors (e.g., exposure vs. no exposure) or for a quartile change (median to upper quartile) for continuous predictors, with the other variables fixed at their reference or median value.
A deductive thematic analysis [10, 57] of the qualitative data collections from participants was conducted to uncover their experience of the intervention based on MINC. Images collected from participants in the exposure group were reviewed with an analytical framework of visual stimuli used in narrative interventions for adult anxiety [42].
5 Results
Sixty-nine students consented to participate in this study (Fig. 2). The participation rate of eligible subjects in this cohort was 77%. The subject allocation randomly placed participants on the same HADS-A levels in the exposure group (n = 34) and the control group (n = 35). Most participants (n = 67) completed the training and measurement (97%). Two people in the exposure group did not complete the interview simulation, leaving the final number of 32 in the exposure group, and 35 in the control group.
Sampling and flow of participants of a randomised control trial using the participant flow chart following Consolidated Standards of Reporting Trials guidelines (CONSORT) [63]
The majority of the study participants were under 25 years of age (89.55%), had work experience over a year (80.60%), and planned to work upon degree completion (74.63%). The number of participants at various levels of generalised anxiety was comparable between the exposure and control groups. Of all participants, 44.78% were none-cases according to HADS-A, while more than half of the participants (55.22%) had mild (19.40%), moderate (16.42%) and severe anxiety (19.40%). Table 2 summarises the participants’ characteristics deemed as covariates.
Table 3 outlines participants’ previous overall previous interview anxiety experience, including in the phases of before, during, and after interviews.
Participants’ self-reported career information literacy is presented in Table 4. The CIL items indicated the emphases participants placed on the 12 career information literacy learning aspects.
Table 5 outlines interview anxiety results of the focal dimension, namely, performance anxiety, in this study. Results of other dimensions of the MASI are also included. Internal consistency was found to be very high across the scales of interview anxiety, previous interview anxiety experience, career information literacy, and HADS-A, with Cronbach’s alpha ranging from 0.84 (social anxiety) to 0.91 (performance anxiety and HADS-A). For parsimony, scores of items under each interview anxiety dimensions were averaged over each anxiety dimension.
5.1 Ordinal regression
Ordinal regression results are presented in Table 6. Exposure to the serious storytelling with images intervention was found to have been associated with reduced interview performance anxiety with an effect size of −36.7, 95% CI [−54,7, −2.5]. Generalised anxiety had a positive relationship with social, appearance, and composite interview anxiety. The more severe the generalised anxiety, the more severe a person experienced these dimensions of interview anxiety. Especially for those who had severe anxiety, generalised anxiety influenced their composite interview anxiety (aggregated scores of five dimensions) by an effect size of 68.0, 95% CI [7.9, 129.2]. In addition, post interview anxiety was associated with increased interview performance anxiety with an effect size of 7.5, 95% CI [1.2, 8.9].
Most of the other covariates did not produce significant results, except that increased behavioural interview anxiety was found in the exposure group with prior experience of overall interview anxiety (30.3, 95% CI, [5.8, 48.3]) and three types of career information literacy had relatively small effects on communication anxiety. The transformative conceptions of opportunity awareness (identifying non-traditional work) were associated with less communication interview anxiety. But the transformative conceptions of decision making (deciding on non-conventional career paths) and transition (taking critical action to adapt to transitions) were associated with more interview communication anxiety.
5.2 MINC deductive thematic analysis
In total, 33 students participated in the session and 26 written submissions were received. In Table 7, we present findings of participant experience, cognitive burden, and perceived efforts in proportion to effects to check implementation conformity to the MINC design.
5.3 Image analysis based on a visual narrative intervention analytical framework
In total, 98 images were submitted by the exposure group. All participants used digital images. No one used hard copy images. Drawing on a recent systematic review consolidating visual stimuli used in narrative interventions for adult anxiety [42], we analysed all the images according to the artefact origin- native or foreign.
Native images originated via the participant’s networks, with the participant being an image user possessing a direct relationship with the image creation. These included images taken and artwork created by or for the participant and their networks. Examples can include photos, drawings, paintings or other images of art or record produced or owned by participants or their colleagues, friends, and families. Some native images that participants provided were photos of fieldwork, workplaces, trips, and events. Foreign images were sourced from alien networks with no participant involvement in the image production. Typically, they were photos or clipart downloaded from websites. For example, images of people working together, icons of healthcare, logos, and symbols. They could also be hard and soft copies of third party distributed flyers or printed materials.
Because the images submitted were all digital images, to determine the source of the images, two independent reviewers viewed the images and conducted reverse image searches online separately to trace the image origins. It was found that 58% of the images were native images and 42% were foreign images. The reviewers also identified the images as photos or clipart. Photos were hard or soft copies of images created using light sensitive methods or materials, electronically or chemically. Clipart was graphic illustrations created manually or electronically. Much more participants were found to have used photos (86%) than clipart (14%) to support serious storytelling. A Table of Image Format Type and Origin (TIFTO) (Table 8) summarises the images.
6 Discussion
6.1 Effects of serious storytelling with images on interview performance anxiety
Our findings supported the a priori notion that preparing interviewees by engaging them in serious storytelling with images prior to an interview can reduce interview performance anxiety. The intervention of serious storytelling significantly reduced the degree to which participants were affected by interview performance anxiety with an effect size at median value of −36.7%. There may be several explanations why the image-based preparation made a difference. As a type of visual stimuli, seeing the images may have relieved interview performance anxiety because images assist memory recall, especially episodic memory (specific event recollection) and flashbulb memory (vivid event snapshots with high emotionality) [61]. The images engage the narrator with the tasks at hand and help the narrator concentrate on the past event; thereby, sticking to the event occurrence and distracting themselves from the fear of the interview. Seeing the images may also have enabled the narrator to externalise thoughts and articulate rich details of the stories. Some of the images are symbolic, which may help internalise meaning constructed from an event; therefore, adding confidence to the storytelling. In preparing the images or deciding which images to use, the storytellers may also attempt rescripting experiences in a different light; therefore, seeing alternative ways of telling the stories before settling on the most advantageous one to use [68]. Post-interview anxiety that participants experienced previously was found to be associated with interview performance anxiety. This suggested that a risk of future interview anxiety existed based on how a person felt after an interview.
6.2 Effects of covariates on other dimensions of interview anxiety
We did not find any intervention effects on the other interview anxiety dimensions that we did not target (social, behavioural, appearance, and communication), but the results uncovered several covariate effects on those dimensions of interview anxiety which were worthy of reporting. Anxiety affected the social, appearance, and composite interview anxiety of the participants (Table 6). Severe generalised anxiety has a strong association with the composite interview anxiety (all five dimensions). Previous overall interview anxiety was associated with increased behaviour interview anxiety for those who had the image-based intervention. It was likely that even when the interview performance anxiety was reduced, those who had previous anxious interview experience still experienced behavioural anxiety because the underlying autonomic arousal mechanism was stimulated by the images. Given that adrenaline-fuelled bodily experiences had the potential to make or break performances [18, 53], it would be worthwhile for follow-up studies to investigate the relationship between interview anxiety and performance.
Small effects of CIL on communication anxiety were found. Although the transformative CIL regarding opportunity awareness (opportunity awareness transcending discipline boundaries) seemed to have been associated with less communication interview anxiety (nervousness about verbal and nonverbal communication skills), transformative CIL regarding decision making (think outside of the box) and transition (challenge one’s existing thinking and take critical actions) were associated with more communication interview anxiety. This might indicate that the abstract nature of these career conceptions presented more challenges to communicate in interview settings. However, the small effect sizes on the observed scale prohibited speculation or further interpretation.
6.3 Serious storytelling with images intervention design and applications
For many participants, the interview simulation was their first formal interview experience. Most participants felt that even with the training, they were still over-anxious, underprepared, and needed more practice. If the other more trait-based dimensions of interview anxiety are targeted, a MINC with longer exposure, or more intensity and practice, would most likely be required.
To be honest, this interview is my first interview. I have never had any experience in entering a job and interviewing. I think this training helped me build my own confidence and also introduced me to the environment that the interview represents. What I have learned from this exercise will benefit me in the future as I have learned how to control my nerves while talking to the interviewers as stress is the main problem that the person can encounter while talking in front of people. Therefore, practicing this will help me to keep calm and be confident.
- Participant 19
For the participants, the interview simulation itself was part of the intervention, not just an outcome measurement. Although the interview simulation was anxiety-inducing and many participants said they dreaded it, their feedback contained an honest appreciation of this experience.
As someone with pretty intense social anxiety, I knew that this mock interview was going to push me mentally and physically. I absolutely dreaded it, because I knew there was no way I could appear confident even if I practiced what I was going to say 1000 times…The simulation should be continued for future students. Although stressful and I wish I didn’t have to do it, I know that I’ve definitely gained skills that will help me in the future. It’s only with practice that I’ll have any chance of feeling more comfortable in that situation.
- Participant 60
The results support the MINC design of the one-hour instruction and practice followed by the preparation of three images. As per Table 7, the MINC status was low for the criteria regarding intensity, costs and resources, theoretical components, and complexity. Participants felt more effects could be achieved with more work required of the participants such as scripting, more rehearsals, verbalise responses, etc. The training itself, which both the exposure and control groups received, was beneficial. However, the image instruction that the exposure group received helped retain memory of specific events.
The instructions of using 3 images of what I will be talking about to answer the possible interview questions…I believe that this is a good technique to remember specific scenarios .... This is something I have not done for previous interviews but this is something I aim on doing for future interviews I will attend. - Participant 43
6.4 Serious storytelling images
Although the number of images gathered for this intervention was small, we presented an initial analysis within the scope of this study. Our aim was to identify relevant characteristics of current images to guide future image collection. Distinguishing image origins (native or foreign) and image formats (photos and clipart) illustrated the participants’ image choices and behaviours. This would have implications for instructional design, technology development, and visual data mining based on image storage formats (bitmap and vector) [20]. We found that participants, without any restrictions on the type of images to use, chose to use their own images mostly (58%) and photos (86%). The images used according to the TIFTO in descending usage order were native photos (56%), foreign photos (30%), foreign clipart (12%), and native clipart (2%). Although clipart images existed in abundance online, they only accounted for 14% of images participants used in this study. This suggested that most participants were realistic image users as opposed to symbolic image users. More users preferred images with concrete details for serious storytelling. This may also mean that people might already have habitually taken photos of significant experiences and had easy access to the photos via smart devices technologies or cloud storge. If this was the case, e-portfolio or other employability curative technology developers could anticipate technology requirements to accommodate this user behaviour. It was also possible that events with photos were more likely to be recalled; therefore, the memory retrieval or remembrance of significant events was biased. To understand this, large quantities of images could be accumulated for analysis and more characteristics may be used to classify the images.
6.5 Limitations
There are several significant limitations to this study. Because the RCT prioritises internal validity, high caution should be taken in generalising the findings to other cohorts or circumstances. The study was also set up to focus on performance interview anxiety; therefore, the results of other dimensions of interview anxiety should be reviewed in light of future relevant studies. Another limitation is that despite participants’ nervousness, the interviews were still simulations, not actual selection interviews. Most importantly, it is possible that the differences detected were results of extra preparation. To verify this, future studies using a placebo group should be conducted. Limitations based on the MINC design also existed. The interval between the training, intervention and the interview simulation was one week; therefore, it was unclear how long the effects would last. Further research questions can be raised to see the effects of repeatedly practice, or an interval of more or less days.
We acknowledge that other visual stimuli may be of use to serious storytelling and do not claim superiority of visual narrative interventions over other interventions. This study also does not evaluate different visual stimuli. Visual artefacts have been deployed in other studies addressing adult anxiety, such as virtual reality and videos; therefore, there is potential to explore effects from different visual methods [42]. We do note that these visual stimuli usually require more technical ability and set-up on the part of participants and the intervention administrators than the image-based intervention in this study. We have chosen a basic form of visual artefacts- images for our MINC design to meet the requirement of low threshold of technical abilities and mitigate side effects reported in previous studies [42]. However, the growing popularity of story-based content would mean different interventions involving serious games, immersive virtual reality, and videos are worthy of exploration [14, 64]. Future studies involving diverse visual methods may help determine the effectiveness of different serious storytelling applications.
6.6 Significance
This study makes several contributions to visual narrative intervention research. Theoretically, it brings visual narrative interventions and media enhanced technology together via serious storytelling. Technology-mediated interventions have benefits of scalability and data analytics for narrative methods. Over time, with the accumulation of serious stories, further analysis can be performed on the content, course, content, and channel of serious storytelling as proposed by Lugmayr et al. [46]. Conceptually, the study also addresses the lack of distinction between a person’s ability to work and a person’s ability to secure work. Anxiety is the most prevalent mental health concern amongst working age people [67]. Understanding its relationship to performance and potential interventions for interview anxiety may reduce barriers to accessing employment and other opportunities.
Methodologically, the study strengthens the evidence for visual narrative interventions through the most rigorous study design. The double-blind RCT removes bias and volunteer effects. The gap between the intervention and assessment is one week; therefore, the effects of history and maturation are minimised. Practically, the study demonstrates the effects of an intervention based on the MINC approach, which is administrator and client-friendly. It also provides much needed evidence base for the popular STAR technique, used by vocational counsellors, career advisors, HR trainers, hiring managers, and recruiters regularly.
6.7 Future directions
Managing interview anxiety concerns health and rehabilitation practices, as well as career guidance in vocational and tertiary education. Findings from this study may inform developments of rehabilitation technologies (RT) and learning technologies (LT). RT has been shown to significantly improve employment outcomes via body function restoration and environmental adjustments [66]; however, it can do more in the provision of psychotherapeutic aid [55]. Assistive devices and services may be used for people with mental and physical disabilities in the interrelated areas of education, rehabilitation, and employment. In LT, products aiming to enhance users’ employability already exist. E-portfolios, for example, are used to visually capture employability evidence. This study provides evidence of potential effects from visual evidence that could be used in applications such as e-portfolios. If e-portfolio adopts a design based on visual narratives, it may serve as more than a passive record but an active storytelling device. Findings from this study indicate a clear participant preference of photos (86%), which supports previous visual methods in addressing anxiety in adults, including photo elicitation, photo walkabouts, photovoice, and photo-self narrative [42].
In time, techniques such as content-based image retrieval and object recognition may be invested to examine the relationship between the images used and the consequent narratives. Research questions may be posed to uncover if there is an association between features of the images and elements of the narratives. Narratives are the product of information recall and meaning reconstruction. As image retrieval and analysis techniques mature [6, 36, 37, 65], questions may be posed to examine the relationship between the types of images and the memories they evoke or represent. Further intervention may then be conceived to enhance the strengths of image-based interventions. Novel ways to link media, memory, mental states (such as anxiety), and narratives may be conceived. In turn, the classification of images and their metadata may be re-evaluated.
7 Conclusion
The present investigation is impelled by a need to harness the ever-growing media technology in everyday life to reduce barriers and fulfill human potential. As a media genre, serious storytelling with images lends itself to visual narrative applications in health and education. The use of images has already been applied in health and education technology for various purposes. The question for visual narrative intervention research is if the visual adds value to narrative intervention in ways that the textual or verbal cannot. We use the case of interview anxiety to establish effects of visual stimuli on narrative interventions. We ask if having the images before interviews reduces performance anxiety. In other words, is seeing associated with relieving? Results from the double-blind RCT established that the imagery-supported intervention was associated with relief of interview performance anxiety.
Interview performance anxiety is an under-researched area that can have significant impact on interviewees’ career success. Visual narrative interventions offer potential avenues to address this issue from both health and education-based practices. Given the high level of anxiety among participants in this study (55.2% with mild to severe generalised anxiety according to the HADS-A) and the anxiety statistics reported on university students and the general population [2, 4], we suspect that many people are at risk of interview anxiety. There is potential to use media technology to address this issue. Further studies using different methods, cohorts, and visual stimuli may add to the repertoire of serious storytelling, so that media technology and applications can be optimised to improve productivity and efficiency in health, education, and other applicable areas.
References
Adenauer H, Catani C, Gola H, Keil J, Ruf M, Schauer M, Neuner F (2011) Narrative exposure therapy for PTSD increases top-down processing of aversive stimuli--evidence from a randomized controlled treatment trial. BMC Neurosci 12(1):127–127. https://doi.org/10.1186/1471-2202-12-127
American College Health Association (2019) National College Health Assessment II: spring 2019 reference group executive summary. https://wwwachaorg/documents/ncha/NCHA-II_SPRING_2019_US_REFERENCE_GROUP_EXECUTIVE_SUMMARYpdf Accessed 11 January 2021
Ayres J, Keereetaweep T, Chen P, Edwards PA (1998) Communication apprehension and employment interviews. Commun Educ 47(1):1–17. https://doi.org/10.1080/03634529809379106
Bandelow B, Michaelis S (2015) Epidemiology of anxiety disorders in the 21st century. Dialogues Clin Neurosci 17(3, 327):–335. https://doi.org/10.31887/DCNS.2015.17.3/bbandelow
Bangerter A, Corvalan P, Cavin C (2014) Storytelling in the selection interview? How applicants respond to past behavior questions. J Bus Psychol 29(4):593–604. https://doi.org/10.1007/s10869-014-9350-0
Bansal M, Kumar M, Kumar M (2020) 2D object recognition: a comparative analysis of SIFT, SURF and ORB feature descriptors. Multimed Tools Appl 80:18839–18857. https://doi.org/10.1007/s11042-5587-8
Bjelland I, Dahl AA, Haug TT, Neckelmann D (2002) The validity of the hospital anxiety and depression scale. An updated literature review. J Psychosom Res 52(2):69–77. https://doi.org/10.1016/s0022-3999(01)00296-3
Bouchakwa M, Ayadi Y, Amous I (2020) A review on visual content-based and users’ tags-based image annotation: methods and techniques. Multimed Tools Appl 79:21679–21741. https://doi.org/10.1007/s11042-020-08862-1
Bouchard S, St-Jacques, J, Renaud P, Widderhold, BK (2009) Side effects of immersions in virtual reality for people suffering from anxiety disorders. J Cyber Ther Rehabil. 2(2), 127-137. https://link.gale.com/apps/doc/A225437133/HRCA?u=anon~1ffb0c09&sid=googleScholar&xid=2eee922e
Braun V, Clark V (2006) Using thematic analysis in psychology. Qual Res Psychol 3:77–101. https://doi.org/10.1191/1478088706qp063oa
Buckley MR, Norris AC, Wiese DS (2000) A brief history of the selection interview: may the next 100 years be more fruitful. J of Manag Hist 6(3):113–126. https://doi.org/10.1108/EUM0000000005329
Budnick CJ, Kowal M, Santuzzi AM (2015) Social anxiety and the ironic effects of positive interviewer feedback. Anxiety Stress Coping 28(1):71–87. https://doi.org/10.1080/10615806.2014.919386
Budnick CJ, Anderson EM, Santuzzi AM, Grippo AJ, Matuszewich L (2019) Social anxiety and employment interviews: does nonverbal feedback differentially predict cortisol and performance? Anxiety Stress Coping 32(1):67–81. https://doi.org/10.1080/10615806.2018.1530349
Checa D, Bustillo A (2020) A review of immersive virtual reality serious games to enhance learning and training. Multimed Tools Appl 79:5501–5527. https://doi.org/10.1007/s11042-019-08348-9
Core Team R (2020) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria https://www.R-project.org/
Curtis EKM (2011) Understanding client imagery in art therapy. J Clin Art Ther 1(1):9–15 http://digitalcommons.lmu.edu/jcat/vol1/iss1/6
Davis LS, León B, Bourk MJ, Finkler W (2020) Transformation of the media landscape: infotainment versus expository narrations for communicating science in online videos. Public Underst Sci 29(7):688–701. https://doi.org/10.1177/0963662520945136
Dobson C (1983) Stress: the hidden adversary. Bogden, New York
Fleming ND (1995) I'm different; not dumb. Modes of presentation (VARK) in the tertiary classroom. In: Zelmer A (ed) Research and Development in higher education, proceedings of the1995 annual conference of the higher education and research development Society of Australasia (HERDSA), HERDSA, vol 18, pp 308–313
Fonseca MJ, Barroso B, Ribeiro P, Jorge JA (2004) Retrieving clipart images by content. In: Enser P et al (eds) Image and Video Retrieval, Third international conference: CIVR 2004, Dublin, Ireland, July proceedings LNCS, vol 3115. Springer-Verlag, Berlin, pp 500–507
Garwolińska K, Oles PK, Gricman A (2018) Construction of narrative identity based on paintings. Br J Guid Counc 46(3):340–348. https://doi.org/10.1080/03069885.2017.1370693
Glasgow RE, Fisher L, Strycker LA, Hessler D, Toobert DJ, King DK, Jocobs T (2014) Minimal intervention needed for change: definition, use and value for improving health and health research. Transl Behav Med 4(1):26–33. https://doi.org/10.1007/s13142-013-0232-1
Gonçalves ÓF, Henriques MR, Machado PPP (2011) Naturing nurture: cognitive narrative strategies. In: Angus LE, McLeod J (eds) The handbook of narrative and psychotherapy. Sage, Thousand Oakes, pp 102–117. https://doi.org/10.4135/9781412973496
Gunnarsson AB, Björklund A (2013) Sustainable enhancement in clients who perceive the Tree Theme Method® as a positive intervention in psychosocial occupational therapy. Aust Occup Ther J 60:154–160. https://doi.org/10.1111/1440-1630.12034
Haines-Saah RJ, Kelly MT, Oliffe JL, Bottorff JL (2015) Picture Me Smokefree: a qualitative study using social media and digital photography to engage young adults in tobacco reduction and cessation. J Med Internet Res 17(1):e27–e27. https://doi.org/10.2196/jmir.4061
Hamdani MR, Valcea S, Buckley MR (2014) The relentless pursuit of construct validity in the design of employment interviews. Hum Resour Manag Rev 24(2):160–176. https://doi.org/10.1016/j.hrmr.2013.07.002
Hayes C, Graham Y (2019) Social interactivity as driver and digital technology as vehicle: facilitating affective domain learning for undergraduates. Higher Educ, Skills Work-Based Learning 10(2):313–324. https://doi.org/10.1108/HESWBL-05-2019-0068
Housen AC (2002) Aesthetic through, critical thinking and transfer Arts and Learning Research J 18:99–132 http://educacaoartisticadgemecpt/assets/aesthetic_thoughtpdf Accessed 8 February 2021
Hu J, Sun Z, Sun Y, Shi J (2018) Accumulative image categorization: a personal photo classification method for progressive collection. Multimed Tools Appl 77:32179–32211. https://doi.org/10.1007/s11042-018-6152-9
Huffcutt AI, Iddekinge V, Roth PL (2011) Understanding applicant behavior in employment interviews: a theoretical model of interviewee performance. Hum Resour Manag Rev 21(4):353–367. https://doi.org/10.1016/j.hrmr.2011.05.003
Julian LJ (2011) Measures of anxiety: state-trait anxiety inventory (STAI), Beck anxiety inventory (BAI), and hospital anxiety and depression scale-anxiety (HADS-A). Arthritis Care Res (Hoboken) 63(0 11):S467–S472. https://doi.org/10.1002/acr.20561
Jung JE, Lee OJ, You ES, Nam MY (2017) A computational model of transmedia ecosystem for story-based contents. Multimed Tools Appl 76:10371–10388. https://doi.org/10.1007/s11042-016-3626-5
Kleiman LS, Benek-Rivera J (2010) A four-step model for teaching selection interviewing skills. Bus Commun Q 73(3):291–305. https://doi.org/10.1177/1080569910376536
Kolong EA, Montero CS (2017) Towards automated e-counselling system based on counsellors emotion perception. Edu Inf Technol 23:911–933. https://doi.org/10.1007/s10639-017-9643-9
Kosara R, Mackinlay J (2013) Storytelling: the next step for visualization. Computer 46(5):44–50. https://doi.org/10.1109/MC.2013.36
Kumar A, Kaur A, Kumar M (2019) Face detection techniques: a review. Artif Intell Rev 52:927–948. https://doi.org/10.1007/x10462-018-9650-2
Kumar M, Chhabra P, Garg NK (2018) An efficient content based image retrieval system using BayesNet and K-NN. Multimed Tools Appl 77:21557–21570. https://doi.org/10.1007/s11042-5587-8
Kwon JH, Powell J, Chalmers A (2013) How level of realism influences anxiety in virtual reality environments for a job interview. Int J Hum Comput 71(10):978–987. https://doi.org/10.1016/j.ijhcs.2013.07.003
Latham VM (1987) Interview training: a review of some empirical literature. J Career Dev 14(2):96–107. https://doi.org/10.1177/089484538701400204
Lerner C (1979) The magazine picture collage: its clinical use and validity as an assessment device. Am J Occup Ther: official publication of the American Occupational Therapy Association, 33(8):500–504
Liem J (2020) Flowstory: the efficacy of storetylling techniques applied to the visualisation of flow and movement data. City, University of London, Dissertation https://openaccess.city.ac.uk/id/eprint/24742.
Lin-Stephens S (2020) Visual stimuli in narrative-based interventions for adult anxiety: a systematic review. Anxiety Stress Coping 33(3):281–298. https://doi.org/10.1080/10615806.2020.1734575
Lin-Stephens S (2020) An image-based narrative intervention to manage interview anxiety and performance. Aust J Rehabil Couns 33(3):281–298. https://doi.org/10.1080/10615806.2020.1734575
Lin-Stephens S, Manuguerra M & Uesi J (2018) Comparing STEM students’ and employers’ emphases on career information literacy- a study on undergraduate capstone units. Int J Innov Sci and math Edu 26(7): 25-37. https://openjournals.library.sydney.edu.au/index.php/CAL/article/view/12646 accessed 9 February 2021
Lin-Stephens S, Kubicki JM, Jones F, Whiting MJ, Uesi J, Bulbert MW (2019) Building student employability through interdisciplinary collaboration: an Australian case study. College Undergraduate Libraries 26(3):234–251. https://doi.org/10.1080/10691316.2019.1674027
Lugmayr A, Sutinen E, Suhonen J, Sedano CI, Hlavacs H, Montero CS (2017) Serious storytelling- a first definition and review. Multimed Tools Appl 76(15707–15733):15709. https://doi.org/10.1007/x00421-008-0955-8
Ma K, Liao I, Frazier J, Hauser H, Kostis H (2012) Scientific storytelling using visualization. IEEE Comp Graph Appl 32(1):12–19. https://doi.org/10.1109/MCG.2012.24
Macan T (2009) The employment interview: a review of current studies and directions for future research. Hum Resour Manag Rev 19(3):203–218. https://doi.org/10.1016/j.hrmr.2009.03.006
Maurizio M & Heller G (2020) Ordinal Regression Analysis for Continuous Scales Version 2.0.2. https://cran.r-project.org/web/packages/ordinalCont/ordinalCont.pdf.
Maurizio M, Heller G, Ma J (2020) Continuous ordinal regression for analysis of visual analogue scales: the R package OrdinalCont. J Stat Softw 96(8):1–25. https://doi.org/10.18637/jss.v096.i08
McCarthy J, Goffin R (2004) Measuring job interview anxiety: beyond weak knees and sweaty palms. Pers Psychol 57:607–637. https://doi.org/10.1111/j.1744-6570.2004.00002.x
McIlveen PF, Patton WA (2007) Narrative career counselling: theory and exemplars of practice. Aust Psychol 42(3):226–235. https://doi.org/10.1080/0050060701405992
Mellifont D, Smith-Merry J, Scanlan JN (2016) Pitching a Yerkes-Dodson curve ball? A study exploring enhanced workplace performance for individuals with anxiety disorders. J Workplace Behav Health 31(2):71–86. https://doi.org/10.1080/15555240.2015.1119654
Morina N, Brinkman W, Hartanto D, Emmelkamp PM (2014) Sense of presence and anxiety during virtual social interactions between a human and virtual human. PeerJ. https://doi.org/10.7717/peerj.337
National Institute of Health (2018) Rehabilitation and Assisted Technology. https://www.nichd.nih.gov/health/topics/rehabtech Access 11 January 2021
Nguyen TTT, Bellehumeur C, Malette J (2018) Images of God and the imaginary in the face of loss: A quantitative research on Vietnamese immigrants living in Canada. Ment Health Relig Cult 21(5):484–499. https://doi.org/10.1080/13674676.2018.1499715
Nowell LS, Norris JM, White DE, Moules NJ (2017) Thematic analysis: striving to meet the trustworthiness criteria. Inter J Qual Methods 16:1–13. https://doi.org/10.1177/1609406917733847
Posthuma RA, Morgeson FP, Campion MA (2002) Beyond employment interview validity: a comprehensive narrative review of recent research and trends over time. Pers Psychol 55(1):1–81. https://doi.org/10.1111/j.1744-6570.2002.tb00103.x
Powell DM, Stanley DJ, Brown KN (2018) Meta-analysis of the relation between interview anxiety and interview performance. Can J Behav Sci 50(4):195–207. https://doi.org/10.1037/cbx0000108
Ralston SM, Kirkwood WG, Burant PA (2003) Helping interviewees tell their stories. Bus Commun Q 66(3):8–22. https://doi.org/10.1177/108056990306600303
Rubin DC, Kozin M (1984) Vivid memories. Cognition. 16(1):81–95. https://doi.org/10.1016/0010-0277(84)90037-4
Schneider L, Powell DM, Bonaccio S (2019) Does interview anxiety predict job performance and does it influence the predictive validity of interviews? Int J Sel Assess 27:328–336. https://doi.org/10.1111/ijsa.12263
Schulz KF, Altman DG, Moher D, Consort Group (2011) CONSORT 2010 statement: updated guidelines for reporting parallel group randomised trials. Int J Surg 9(8):672–677. https://doi.org/10.1016/j.ijsu.2011.09.004
Serrano-Laguna A, Manero B, Freire M, Fernandez-Manjon B (2018) A methodology for assessing the effectiveness of serious games and for inferring player learning outcomes. Multimed Tools Appl 77:2849–2871. https://doi.org/10.1007/s11042-017-4467-6
Singh S, Ahuja U, Kumar M, Kumar K (2021) Face mask detection using YOLOv3 and faster R-CNN models: COVID-19 environment. Multimed tools Appl 80:19753–19768. https://doi.org/10.10070/s11042-021-10711-8
Sprong ME, Dallas B, Paul E, Xia M (2019) Rehabilitation technology services and employment outcomes among consumers using division of rehabilitation services. Disabil Rehabil Assist Technol 14(5):445–452. https://doi.org/10.1080/17483107.2018.1463400
The WHO World Mental Health Survey Consortium (2007) Prevalence, severity, and unmet need for treatment of mental disorders in the World Health Organization world mental health surveys. JAMA 291(21):2581–2590. https://doi.org/10.1001/jama.291.21.2581
Thompson CP, Skowronski JJ, Larsen SF, Betz A (1996) Autobiographical memory: remembering what and remembering when. Lawrence Erlbaum Associates, Mahwah, New Jersey
Ugbah SD, Majors RE (1992) Influential communication factors in employment interviews. Int J Bus Commun 29(2):145–159. https://doi.org/10.1177/002194369202900203
World Health Organization (2020) MB24.3 Anxiety. https://icd.who.int/browse11/l-m/en#/http://id.who.int/icd/entity/2027043655 Accessed. 12 Jan 2021
World Health Organization (2020) 6B00 Generalised anxiety disorder. https://icd.who.int/browse11/l-m/en#/http://id.who.int/icd/entity/1712535455. Accessed. 12 Jan 2021
Young MJ, Behnke RR, Mann YM (2004) Anxiety patterns in employment interviews. Commun Res Rep 17(1):49–57. https://doi.org/10.1080/08934210409389373
Ziller RC (2000) Self-counselling through re-authored photo-self-narratives. Couns Psychol Q 13(3):265–278. https://doi.org/10.1080/095150700300091884
Zhong B (2009) How to calculate sample size in randomized controlled trial? J Thorac Dis 1(1):51–54
Acknowledgements
The authors thank Dr Kehui Luo for her statistical advice on power analysis. We are grateful for the thorough reviews and constructive feedback made by Associate Professor James Athanasou at the University of Sydney, the anonymous reviewers, and the editors. Special thanks go to Professor Sherman Young at the Royal Melbourne Institute of Technology (RMIT) and Associate Professor James Downes at Macquarie University for their ongoing encouragement and support of this research project.
Availability of data and material
Not available due to ethics approval condition.
Code availability
Not applicable.
Funding
Open Access funding enabled and organized by CAUL and its Member Institutions.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflicts of interest/competing interests
The authors have no relevant financial or non-financial interests to disclose.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Lin-Stephens, S., Manuguerra, M. & Bulbert, M.W. Seeing is relieving: effects of serious storytelling with images on interview performance anxiety. Multimed Tools Appl 81, 23399–23420 (2022). https://doi.org/10.1007/s11042-022-12205-7
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11042-022-12205-7