Can better linguistic fluency improve the memorability and credibility of a sentence?
subject: Linguistic Fluency, Alliteration, Advertising,Memory,Credibility
description: Processing fluency is often defined as how easy information is to comprehend based on a range of characteristics. One form of processing fluency is linguistic fluency, which refers to how easy a sentence is to interpret, regardless of the information within it. Some research suggests that disfluency can increase the recall of material, but this is contested. Previous studies have also shown that the linguistic fluency of a sentence can be improved with literary devices, such as rhyme, and that this can result in better perceptions of credibility. Research has yet to investigate how alliteration, as an example of linguistic fluency, could improve perceptions of credibility and the memorability of a sentence. This research investigated this by operationalising lists of alliterating and non-alliterating aphorisms, alongside measures of self-reported credibility and memorability, in a between-subjects study. Results of two independent t-tests provided two significant results, suggesting that better linguistic fluency improves the credibility and memorability of a sentence. Implications for researchers, the legal system and advertising are discussed.
creator: Hamish Bromley
source: Materials The preliminary five aphorisms were provided by Astroten with five further aphorisms being added to increase the power of the study. Aphorisms that were selected came from various literary examples, such as quotes from English Literature (Williams, 2011). Alternatively, some aphorisms were created using the definition “a short clever saying that is intended to express a general truth” (Cambridge Dictionary, 2022). The most common alliterating aphorisms, such as “All roads lead to Rome”, were purposefully avoided so that the effect of familiarity had a reduced effect on the memorability self-report. When creating the non-alliterating aphorisms, alliterating words were exchanged for non-alliterating words using a thesaurus so that the change in alliterative properties did not affect the overall meaning. The alliterating and non-alliterating aphorisms were kept divided into two different lists and were counterbalanced in a random order for each participant (Appendix C). Participants were asked to rate the credibility of the aphorisms based on a Likert scale of 1-9, in parallel with the scale used by McGlone and Tofighbakhsh (1999). Participants were asked to complete two games of Sudoku as a filler task (Appendix D). The grids were designed so that participants would begin with the easier version and move on to a more challenging version to ensure that the task occupied the full amount of time. Instructions were provided so that those who were unfamiliar with the game were still able to attempt the task. 18 Additionally, participants were given a piece of paper with 10 individual sections to write down as many of the aphorisms as they could remember at the end of the study. They were also provided with a pen, and time was kept using a watch. Design This study used a between-subjects design. This was chosen because there was a strong chance that order effects would impact the results of the memory test in a repeated measures design, due to the similarity betwe…
publisher: Lancaster University
date: 07.09.2022
contributor: Coco
rights: Open
relation: Dissertation
format: Excel/xlsx.
language: English
type: Data
coverage: Marketing

Can better linguistic fluency improve the memorability and credibility of a sentence?
subject: Linguistic Fluency, Alliteration, Advertising,Memory,Credibility
description: Processing fluency is often defined as how easy information is to comprehend based on a range of characteristics. One form of processing fluency is linguistic fluency, which refers to how easy a sentence is to interpret, regardless of the information within it. Some research suggests that disfluency can increase the recall of material, but this is contested. Previous studies have also shown that the linguistic fluency of a sentence can be improved with literary devices, such as rhyme, and that this can result in better perceptions of credibility. Research has yet to investigate how alliteration, as an example of linguistic fluency, could improve perceptions of credibility and the memorability of a sentence. This research investigated this by operationalising lists of alliterating and non-alliterating aphorisms, alongside measures of self-reported credibility and memorability, in a between-subjects study. Results of two independent t-tests provided two significant results, suggesting that better linguistic fluency improves the credibility and memorability of a sentence. Implications for researchers, the legal system and advertising are discussed.
creator: Hamish Bromley
source: Materials The preliminary five aphorisms were provided by Astroten with five further aphorisms being added to increase the power of the study. Aphorisms that were selected came from various literary examples, such as quotes from English Literature (Williams, 2011). Alternatively, some aphorisms were created using the definition “a short clever saying that is intended to express a general truth” (Cambridge Dictionary, 2022). The most common alliterating aphorisms, such as “All roads lead to Rome”, were purposefully avoided so that the effect of familiarity had a reduced effect on the memorability self-report. When creating the non-alliterating aphorisms, alliterating words were exchanged for non-alliterating words using a thesaurus so that the change in alliterative properties did not affect the overall meaning. The alliterating and non-alliterating aphorisms were kept divided into two different lists and were counterbalanced in a random order for each participant (Appendix C). Participants were asked to rate the credibility of the aphorisms based on a Likert scale of 1-9, in parallel with the scale used by McGlone and Tofighbakhsh (1999). Participants were asked to complete two games of Sudoku as a filler task (Appendix D). The grids were designed so that participants would begin with the easier version and move on to a more challenging version to ensure that the task occupied the full amount of time. Instructions were provided so that those who were unfamiliar with the game were still able to attempt the task. 18 Additionally, participants were given a piece of paper with 10 individual sections to write down as many of the aphorisms as they could remember at the end of the study. They were also provided with a pen, and time was kept using a watch. Design This study used a between-subjects design. This was chosen because there was a strong chance that order effects would impact the results of the memory test in a repeated measures design, due to the similarity betwe…
publisher: Lancaster University
date: 07.09.2022
contributor: Cyrus
rights: Open
relation: None
format: Excel/xlsx.
language: English
type: Data
coverage: LA1 4YF

Inner Speech and Its Role in Purchasing Decision-Making Process: Analysis of Within-Subjects Experiment and Questionnaires
subject: Inner speech, memory, decision-making, purchasing behaviour.
description: Inner speech is a cognitive function related to language processes. Based on its functions reflecting information processing and memorising, it may link to the purchasing process, which includes searching and evaluating product information. Inner speech may also help people think and imagine using the product in the future during their purchasing process. This study discussed and investigated the role of inner speech in the purchasing process and how it might affect the decision-making time. This study also mentioned how inner speech may be identified and suppressed. Participants’ data was collected through experiments and several questionnaires. The findings indicated that inner speech might help people in Information Search and Alternative evaluation and affect decision time. The findings also suggested what people may consider and how they use inner speech. By uncovering the potential relationship between the purchasing process and inner speech, this research provided valuable information for marketing and psychology research fields. It gave companies some suggestions for practical use, reflecting how people may use inner speech during the purchasing process.
creator: Han-Yi Wang
source: This study was approved by ethics committees at Lancaster University. There were no ethical issues for researchers managing the personal information. The participants’ information remained anonymous and were assigned subject ID (P01, P02, P03…, P30 in Experiment 1 and PCT01, PCT02, PCT03…, PCT30 in Experiment 2). All data were stored anonymously with no identifiable information. Participants were given the Participant Information Sheet (PIS) before participating in the experiments. On the day of testing, they asked any questions they might have, then consented to attend the experiment in person or via online platforms like Microsoft Teams, Zoom, or Google Meet to ensure that the suppression was active when needed. The experiment took approximately 30 minutes, including answering all questionnaires. The experiment was held in the participant’s home or a place where no one spoke so that the participant would not be disturbed by any chance. Experiment 1 Participants G*power suggested 52 participants within groups using t-tests and multiple mixed linear regression models, with a .4 effect size and .05 (5%) a-error probability in 80% power (1-b error of probability) (Brysbaert, 2019). Thirty participants were recruited in this experiment with no record or history of neurophysiological disorders, such as dyslexia or aphasia, to ensure that no conditions influence the result and affect the participant to complete the tasks in the experiment. The recruitment process included in-person invitations around campus and social media messages to reach diverse participants. Although only 30 participants were recruited in this experiment, the results of the t-tests suggest that the effect size (see Experiment 1 result section) may be enough for testing the hypothesis. Design This study was an experimental within-subjects design. Participants simulated purchase experience in the suppression task and the control task without interference assigned to them. The independent variables wer…
publisher: Lancaster University
date: 03/Sep/2023
contributor: Han-Yi Wang
rights: Open (unless stated otherwise)
relation: None (unless stated otherwise)
format: The data format is csv.
language: English
type: Data or text
coverage: LA1 4YF

Inner Speech and Its Role in Purchasing Decision-Making Process: Analysis of Within-Subjects Experiment and Questionnaires
subject: inner speech, purchasing behaviour, memory, decision-making.
description: Inner speech is a cognitive function related to language processes. Based on its functions reflecting information processing and memorising, it may link to the purchasing process, which includes searching and evaluating product information. Inner speech may also help people think and imagine using the product in the future during their purchasing process. This study discussed and investigated the role of inner speech in the purchasing process and how it might affect the decision-making time. This study also mentioned how inner speech may be identified and suppressed. Participants’ data was collected through experiments and several questionnaires. The findings indicated that inner speech might help people in Information Search and Alternative evaluation and affect decision time. The findings also suggested what people may consider and how they use inner speech. By uncovering the potential relationship between the purchasing process and inner speech, this research provided valuable information for marketing and psychology research fields. It gave companies some suggestions for practical use, reflecting how people may use inner speech during the purchasing process.
creator: Han-Yi Wang
source: Methods Section: This study was approved by ethics committees at Lancaster University. There were no ethical issues for researchers managing the personal information. The participants’ information remained anonymous and were assigned subject ID (P01, P02, P03…, P30 in Experiment 1 and PCT01, PCT02, PCT03…, PCT30 in Experiment 2). All data were stored anonymously with no identifiable information. Participants were given the Participant Information Sheet (PIS) before participating in the experiments. On the day of testing, they asked any questions they might have, then consented to attend the experiment in person or via online platforms like Microsoft Teams, Zoom, or Google Meet to ensure that the suppression was active when needed. The experiment took approximately 30 minutes, including answering all questionnaires. The experiment was held in the participant’s home or a place where no one spoke so that the participant would not be disturbed by any chance. Experiment 1 Participants G*power suggested 52 participants within groups using t-tests and multiple mixed linear regression models, with a .4 effect size and .05 (5%) a-error probability in 80% power (1-b error of probability) (Brysbaert, 2019). Thirty participants were recruited in this experiment with no record or history of neurophysiological disorders, such as dyslexia or aphasia, to ensure that no conditions influence the result and affect the participant to complete the tasks in the experiment. The recruitment process included in-person invitations around campus and social media messages to reach diverse participants. Although only 30 participants were recruited in this experiment, the results of the t-tests suggest that the effect size (see Experiment 1 result section) may be enough for testing the hypothesis. Design This study was an experimental within-subjects design. Participants simulated purchase experience in the suppression task and the control task without interference assigned to them. The independ…
publisher: Lancaster University
date: 2022-23
contributor: Melanie Thomas Vickie Huang
rights: Open
relation: None
format: The data set is in csv format.
language: English
type: Data
coverage: LA1 4YF

Pitch-Brightness Correspondence in Four-month-old Infants
description: Adults, children, and infants as young as 10-months have been shown to appreciate a correspondence between auditory pitch and visual brightness, with most participants associating high-pitch with brighter stimuli and low-pitch with darker stimuli. Research across ages is vital for understanding more about the developmental trajectory of crossmodal correspondences. The present study used preferential looking to examine the sensitivity of 4-month-old infants to the pitch-brightness correspondence. Following Mondloch and Maurer (2004), infants were presented with a display of two balls bouncing simultaneously. One ball had a dark surface-brightness, whilst the other had a brighter surface. A single, high or low-pitch sound accompanied the bounce of both balls onto the surface. The research examined whether infants looked differentially to the ball which adults would generally classify as matching. Infants did not look significantly longer to the ball with the congruent pitch-brightness matching. Infants did however look preferentially towards the black ball across trials. It is proposed that this could be the result of the brightness-weight correspondence, whereby darker objects are thought of as heavier than brighter objects. It is therefore possible that infants look longer towards the black ball as it is the heavier ball which should produce the sound, regardless of pitch.
creator: Hannah Wilson
source: Animations were displayed on a 49cm x 39cm screen, surrounded by black card and screens to block-out excess light and other distractions. Initially, infants were seated (legs stretched forwards) on their caregiver’s lap for the experiment. In this position infants tended to lean forwards, looking towards the floor, meaning that the amount of codeable looking-time was very limited; this procedure was therefore abandoned after four infants had been tested and these infants were excluded from the sample. To increase looking towards the display new approaches were taken. Nine infants were seated 80cm from the screen in a supportive, from-birth highchair. Fourteen infants were seated in an alternative position on the caregiver/researcher’s lap. Infants were now held in a relatively upright position to reduce the likelihood that infants would look towards the floor or their feet. How infants were seated was decided by considering: infants’ head-support, familiarity with high-chair, and infant reactions. It was not thought that being in the high-chair or on the lap would significantly affect looking behaviour. All animations involved variants of balls bouncing on a horizontal surface. All balls had a diameter of 4cm and were identical to one another aside from their surface brightness. The brightness of balls was measured in candela per square meter (cd/m²) using a lux-meter. A higher cd/m² reading equates to a higher degree of luminosity/brightness. The balls appeared to bounce on a medium brightness (39.52cd/m²), green surface, which had a 49cm diameter. The background of displays was a diffused cloud image which was also medium brightness (57.06cd/m²). The image was blurred slightly to reduce contrast and make the background less visually interesting. It was important that the surface and background had a medium brightness and were not distracting, so as not to alter the effect of ball brightness. Previously, white dots on a black background have been used to portray de…
publisher: Lancaster University
date: 2015
contributor: John Towse
rights: Open
language: English
type: Data
coverage: LA1 4YF

Extending the Cortical Hyperexcitability Index
subject: Perceptual Aberrations, Cortical Hyperexcitability, Migraine, Aura, Tinnitus, Auditory Perception, Visual Perception, Hallucinations
description: Anomalous perceptual experiences are associated with underlying excitation of neural activity in the cerebral cortex, known as cortical hyperexcitability (Wilkins, 1995). This can be measured behaviourally by the pattern glare test, where migraineurs consistently show greater susceptibility to anomalous visual percepts in response to grating patterns than control participants (for review see Evans & Stevenson, 2008). Based on these findings, Fong, Takahashi and Braithwaite (2019) developed a screening measure of visual cortical hyperexcitability, the Cortical Hyperexcitability Index (CHi-II), through exploratory factor analysis. This project aims to create auditory-based items for the CHi-II. We know cortical hyperexcitability in the auditory cortex is also associated with a number of auditory symptoms in migraine such as heightened auditory sensitivity and a range of anomalous auditory percepts, ranging from tinnitus-like tones to multiple conversing voices (Vingen, Pareja & Støren et al., 1998; Miller, Grosberg, Crystal & Robbins, 2015). As such we created seven auditory items through adaptation of related questionnaire items and generating unique items based on phenomenology of patient descriptions; these refer to experiences of hearing voices or unexplained sounds under various circumstances, as well as sensitivity to noise. Exploratory Factor Analysis will be conducted on the CHi-II alongside auditory items to test which factor each item best loads onto, as well as using Cronbach's Alpha to assess internal validity. Results are discussed in terms of the debate on global versus localised effects of patterns of hyperexcitability, as well as implications for our understanding of multisensory anomalous perceptual experiences.
creator: Haydn Farrelly
source: Method Participants Forty-five participants age 18-24 (M = 19.24) took part either for research credits or without incentive. Of these, thirty-seven (82%) were female and thirty-seven (82%) were right-handed. Prior to the main questionnaire, a pre-screening survey asked participants to declare any history of neurosurgeries (8.22%), neurological conditions (2.22%), psychological conditions (17.78%), ocular conditions (15.56%), epilepsy (0%), migraine (24.44%), or tinnitus (15.56%). Auditory Item Creation As with the original CHi-II, items were based on previous questionnaires measuring anomalous perceptual experiences (Sierra & Berrios, 2000; Bell, Halligan & Ellis, 2006) alongside patient reports of auditory experiences in migraine (Miller, Grosberg, Crystal & Robbins, 2015; Vreeburg, Leijten, Sommer & Sommer, 2016). These items were split into two categories: voice-hearing, and noise-hearing. We distinguished between hearing a single voice in item one ‘Do you ever hear a single voice talking aloud in your head without a clear source?’, or multiple voices in item two ‘Do you ever hear 2 or more unexplained voices talking with each other?’, as these are delineated in patient reports (Miller et al., 2015; Vreebrug et al., 2016). We also distinguish between hearing instructing voices in item three ‘Do you ever hear voices telling you what to do?’, and hearing voices which comment on thoughts and actions in item four ‘Do you ever hear voices telling you what to do, or commenting on what you are thinking or doing?’, as suggested by the CAPS and CDS (Sierra & Berrios, 2000; Bell et al., 2006). The first noise item asked participants about the occurrence of anomalous sounds in item five ‘Do you ever notice sounds, such as ringing / buzzing , which other people around you cannot hear?’ as recommended by CAPS and CDS (Sierra & Berrios, 2000; Bell et al., 2006). The final noise items referred to volume of sounds in item six ‘Do you ever become annoyed or agitated by sounds th…
publisher: Lancaster University
date: 27/05/2022
contributor: Haydn Farrelly
rights: Open
relation: Braithwaite, Marchant, Takahashi, Dewe & Watson (2015) Fong, Takahashi & Braithwaite (2019)
format: Data/Excel.csv
language: English
type: Data
coverage: LA1 4YF

Exporing the Effect of Visual Complexity on Recall
subject: #visualcomplexity #recall #free-recall #cued-recall #advertisements #simple #complex
description: This study was conducted to explore the effect of visual complexity on an individuals` recall of product brands and their attributes in either simple or complex adverts . Within the field of visual complexity, there has been contradiction as to whether complexity helps or hinders recall, this study aims to resolve this question. A survey was conducted to measure their free and cued recall for adverts that varied in their visual complexity. The complex advertisements were defined as having three objects included whilst the simple advertisements had only one object included. This was decided to align with the industry standard for defining visual complexity as set by Attneave (1954), Snodgrass & Vanderwart (1980) and Chikhman et al., (2012). A percentage scoring system was used to compare overall memory performance. The data showed that those in the simple condition performed better compared to those in the complex condition. However, this was not the case for every individual. The results found the effects of complexity to be marginally significant (p < 0.09); however, the study had limited power, and a replication with a larger population could provide a more complete picture of the influence of the independent variable. Whilst this study does not provide a definitive conclusion towards the effect of visual complexity, it does explore and provide an insight into the effects of complexity on recall of product attributes in advertisements.
creator: Hayleigh Proctor
source: PARTICIPANTS The larger the number of participants in a study, the better-protected results will be from extraneous variables. For this reason, the participants were collected through random snowball sampling (Emerson, 2015). Each condition had 22 participants, a minimum age of 16 being the only participation condition. The participants were randomly allocated to each one of the four experimental conditions, providing 88 total participants (N= 88). There were no gender requirements for participation (Females (N = 47), Males (N = 31), Other (N = 4)). The majority of participants were born in the U.K. (N = 46) or Poland (N = 35). The majority are currently residing in England (N = 57) or Poland (N = 21), but responses were still collected from further afield, such as France and the U.S.A. (N = 10). The majority of participants fell into the two youngest age categories, 16 to 18-year-olds (N = 22) and 22 to 27-year-olds (N = 37). General demographic information provided insight into the advertisement exposure in participants' generic routines. The majority of participants were native English speakers (N = 49). The majority of participants use streaming services (N = 76), of which just under half of the respondents said their service had adverts (N = 38). Participants also use ad blockers (N = 49). Just over a quarter of participants use cable T.V. (N = 27). When asked whether they pay for premium applications, the majority said ‘never’ (N = 60), occasionally (N = 16), sometimes (N = 9), usually (N = 2), whilst only one participant always pays for premium applications (N = 1). MATERIALS Firstly, two product categories were chosen, bottled water and soap bars, four brands were then selected per category (see table 1). There were 16 advertisements in total, eight for the simple and complex conditions, respectively. (APPENDIX A) The editing software Gimp was used to design the advertisements to enable the selected products to be presented in the controlled advert setting. …
publisher: Lancaster University
date: 08/09/2021
contributor: Lydia Brooks
rights: Open
relation: Field of visual complexity
format: Data/SPSS.sav
language: English
type: Data
coverage: LA1 4YW

Persuasion within Advertising: Metaphorical Expressions vs. Literal Expressions
subject: Metaphor literal persuasion advertising marketing figurative language emotion
description: The present research built upon research conducted by Citron and Goldberg (2014) on figurative language, emotion, and the brain. This study examined the three different data sets: sentences, stories and sentences with taste metaphors collected by Citron and Goldberg (2014). It examined three different data sets: sentences, stories and sentences with taste metaphors. Metaphorical and literal sentences, stories and taste metaphors were rated on emotional valence, imageability, emotional arousal, metaphoricity and similarity in meaning. Familiarity was rated within sentences and taste metaphors and understandability and naturalness were rated within stories. This study explored relationships among variables, relationships between metaphors and literal counterparts, relationships between each data set and lastly, relationships between each data set when split by type: metaphor and literal. Findings from this investigation provide evidence for marketers, of the benefits of using metaphors within advertising to increase persuasion and consumer buying behaviour. A company who wants to portray imagination, develop images within a consumer’s mind and evoke emotional arousal should use metaphorical sentences within their advertisements. Additionally, the more arousing a sentence the more imaginable, therefore, marketers should specifically employ emotionally arousing material to further engage a consumer. This study can add to literature on figurative language and persuasion. Also, provide evidence for marketers who want to increase their sales and further persuade consumers with an effective approach
creator: Helen Vale
source: All metaphorical sentences and stories were created in German with words that would obtain a metaphorical interpretation. Then each word was replaced with its literal counterpart, which created: one hundred and twenty non-taste related sentences, sixty metaphorical “The bride was very moved by her wedding” and sixty literal “The bride was very happy about her wedding”. Sixty-four stories, thirty-two metaphorical “Lisa was sitting in her physics class and was still digesting the stuff from the lesson before when her teacher announced a task to bite your teeth out on.” and thirty-two literal “Lisa was sitting in her physics class and was still having problems with the stuff from the lesson before when her teacher announced a really difficult task.” Finally, seventy-four taste metaphors, thirty-seven metaphorical “She received a sweet compliment” and thirty-seven literal “She received a nice compliment”. Specific instructions were created by Francesca Citron for each variable to be rated (See Appendix A). Sentences, stories and taste metaphors were rated on emotional valence, imageability, emotional arousal, metaphoricity and similarity in meaning. Emotional Valence refers to how positive or negative the stimulus is which was rated on a scale from -3 (very negative) to + 3 (very positive) through 0 (neutral). All other variables were measured on a scale of 1 to 7. Imageability is the ability to evoke a mental picture rated: 1 “not imaginable at all” and 7 “very imaginable”. Emotional arousal describes to what extent the stimulus is emotionally stimulating rated: 1 “not intense at all” and 7 “very intense”. Metaphoricity describes the figurativeness of the stimulus rated: 1 “literal” and 7 “very metaphorical”. Lastly, similarity in meaning which refers to how similar the meaning of both metaphorical and literal counterparts are with regard to contents. For instance, the metaphorical sentence “He praised her to the skies” compared to the literal sentence “He praised her …
publisher: Lancaster University
date: 2015
contributor: John Towse
rights: Open
relation: The rating data had been gathered already by Francesca Citron during her research in Berlin and ethical approval had been obtained at that time. The present study has been approved by the Department’s Research Ethics committee at Lancaster University.
language: English
type: Data
coverage: LA1 4YF

Do foetuses have the ability to retrieve and retain information presented by both the mother-to-be and partner?
subject: language, foetus, mother-to-be, partner, retention
description: The complex phenomenon of language development is a vital criterion for communication and for the strengthening of the attachment bond between caregiver and baby (Chew & Ng, 2021). The period in which humans begin to process speech is difficult to define; previous research has identified that foetuses that have the capacity to retain linguistic information presented to them over six weeks by their mother-to-be show a preference for this information postnatally (DeCasper and Spence, 1986). However, the language environment of the foetus also likely incorporates that of the secondary carer role and very little research has investigated the role of the partner in influencing language retention. This study aims to investigate the extent to which foetuses have the ability to retrieve and retain linguistic input presented to them by both their mother-to-be and their partner. A within-measures design with two participant pairs who were recruited via opportunistic sampling through Lancaster University’s Babylab was conducted. Participants were asked to record themselves reading “The Cat in the Hat” and play both of the recordings to the foetus every day for two weeks. During these sessions, the mother-to-be was required to count the frequency of kicks and the movement intensity per session. The findings concluded that foetuses can retrieve and retain language that is presented over a two-week period at only 32 weeks’ gestation. Foetal kicking decreased significantly as exposure to recordings increased. This provides evidence of online processing of linguistics at 32 weeks’ gestation, implying that the full six-week exposure, as previous research indicated, is not necessary thus providing evidence of an innate processing of language. Although there is scope of environmental influence on this. No significant impact of parent recording on foetal ability to process language was found. This suggests that humans have an innate ability to process linguistic information which is de…
creator: Hope Butler
source: Methods: Ethics Statement: Ethical approval was granted by Lancaster University Psychology Department on the 12th of April 2021 before any data collection was completed. Participants were provided with information for review and asked to complete an informed consent form online before participating within this experiment and were given the option to withdraw at any point of the study. Participants: Three mothers-to-be and their partners were recruited via opportunistic sampling through Lancaster University BabyLab social media (http://wp.lancs.ac.uk/babylab/) and word of mouth in exchange for a £5 book voucher from Waterstones. In order to take part in this research mothers-to-be must live with a partner and also have a foetal gestation age of between 32-34 weeks. If any participants were bilingual, they were asked to record the story in English to ensure reliability. Materials and Measures: Due to current restrictions because of COVID-19, this experiment took place online. Participants were sent an email containing a link to a Qualtrics survey. Qualtrics is a software that allows participants to access surveys and questionnaires on all digital devices at any point of time to help aid easy distribution. Qualtrics Survey: To complete this survey, participants were required to have access to a mobile device or computer. The Survey contained the information sheet, consent form, instructions, and demographic questions. The questionnaire consisted of questions asking the mother-to-be to rate the intensity of movements and state the frequency of kicking per session (see Appendix A). The intensity of kicks were recorded using a scale bar where mothers-to-be could rate the intensity of the kicking per session (0-100). Recording “The Cat in the Hat”: Participants were given a copy of an extract from “The Cat in the Hat” and both the mother- to-be and their Partner were asked to record themselves reading the story aloud using a device that they were then able to play the reco…
publisher: Lancaster University
date: 08/09/2021
contributor: Rebecca James and Livvi Taylor
rights: Open
relation: No Relation
format: data/r.csv
language: English
type: Data
coverage: LA1 4YF

Inner Speech and Grit: Do Positive Inner Speech and Evaluative Inner Speech Lead to Grit Behaviour
subject: Inner speech, grit, articulatory suppression
description: Grit, defined as perseverance and passion for long-term goals, is a reliable predictor of success metrics, surpassing even IQ. While the exploration of grit has been conducted extensively, studies on the mechanisms of grit are still lacking. Inner speech, the silent production of words in one’s mind, plays a pivotal role in managing thoughts. This includes cognitive reframing, which is essential for enhancing perseverance. Theoretically, inner speech can predict grit. This study, employing a survey and experimental design, aims to investigate whether positive inner speech and evaluative inner speech can predict grit behaviour. The data for this study (n=56) were collected in two ways: (1) using the grit scale and inner speech VISQ-R via a Qualtrics survey, and (2) using participants’ task retention decisions and a qualitative classification approach. The data were analysed using R Studio. The survey data were analysed via a linear model, while the qualitative data were analysed using a generalised linear mixed-effects model. The survey results showed that only evaluative inner speech can positively predict grit. However, there were imbalanced results regarding the participants’ task retention decisions. Collectively, these findings underscore that grit can be predicted by evaluative inner speech. This prompts further research to explore its multifaceted role in shaping grit across various domains.
creator: Huzaifah Adam
source: This study applied a mixed-method and correlational research design that aims to examine whether evaluative inner speech and positive inner speech lead to grit behaviour. The data for this study were collected using two methods: (1) questionnaires through a Qualtrics survey, and (2) an experimental task where the participants were asked to complete two sets of puzzles under different conditions (baseline and with articulatory suppression) and provide their retrospective experience after each puzzle task. Participants’ task retention decisions (decision to quit) were also recorded in the study. Three different analyses were applied in the research. For the first analysis, the positive inner speech and evaluative inner speech scores from VISQ-R acted as the predictors, and grit from the Short Grit Scale as the outcome. For the second analysis, the participant’s grit score acted as the predictor, and the participant’s task retention decision acted as the outcome. Lastly, the third analyses the types of inner speech based on the participant’s retrospective experience (positive inner speech and evaluative inner speech) acted as the predictors, and the participant’s decision to quit or not to quit was the output. In this study, the participants were students from Lancaster University, ranging from undergraduate degree students to master’s degree students and doctorate students. Participants were recruited using social networks, direct emails, and posters around the campus and/or on social media. The session took approximately 30 minutes for the data collection process, including the briefing, and each participant was reimbursed with five GBP for participating. Ethical approval for this study was submitted and approved by the ethics committees at Lancaster University. The number of participants involved in the study was 56 people in total. This number was determined by using G power. The test family was set at the t-test because this research will use a comparison between …
publisher: Lancaster University
date: 2023
contributor: Huzaifah Adam
rights: Open
format: The data format is csv.
language: English
type: Data
coverage: LA1 4YF