Speech-to-text intervention to support text production for students with intellectual disabilities.

AIM: Writing is a multifaceted skill involving planning, transcription, and revision that is challenging for students with intellectual disabilities. Some studies have examined reading abilities. However, there needs to be more research on writing proficiency in this population. Especially concerning writing with the assistance of technologies such as speech-to-text (STT). To contribute to filling the research gap, this study aimed to investigate whether tailored speech-to-text interventions enhance text production for students with intellectual disabilities. METHODS: The research utilised a single-subject design involving the participation of four students (three girls and one boy) aged 10-13 years with mild intellectual disabilities in a rural municipality in Sweden. RESULTS: The results of this study revealed significant improvement post-intervention for all four students in word, sentence and text qualities. CONCLUSIONS: The findings suggest that STT offers a valuable tool for students with intellectual disabilities struggling with handwriting, providing new opportunities for self-expression. Pedagogical implications are discussed.

This study investigates speech-to-text technology for students with intellectual disabilities. Previous research on writing among students with intellectual disabilities is very limited and almost missing with the support of assistive technology such as speech-to-text.The results show improvements for all participants.Speech-to-text technology appears to be valuable for enhancing text production among students with intellectual disabilities.

Reading acquisition among students in Grades 1-3 with intellectual disabilities in Sweden.

This study investigates the reading performance of younger students with intellectual disabilities to gain insight into their needs in reading education. Participants were 428 students in Grades 1 to 3 in Sweden. They performed LegiLexi tests measuring pre-reading skills, decoding and reading comprehension based on the model of Simple View of Reading. Results demonstrate a great variation in reading acquisition among students. Some students are able to decode single words and read shorter texts with comprehension already in Grade 1. Other students still struggle with learning letters and developing phonological awareness in Grade 3. According to their longitudinal data over grades, results show that most students progress in pre-reading skills, decoding, and reading comprehension. Hence, assessing reading skills among students with intellectual disabilities in Grades 1-3 using tools aligned with the Simple View of Reading seems applicable and informative for teachers. This study underscores the significance of informed instructional practices for empowering these students in reading education.

Speech-to-text intervention to support text production among students with writing difficulties: a single-case study in nordic countries.

Studies report that speech-to-text applications (STT) may support students with writing difficulties in text production. However, existing research is sparse, shows mixed results, and lacks information on STT interventions and their applicability in schools. Therefore, this study aimed to investigate whether a systematic and intensive assistive technology intervention focusing on STT can improve text production. A modified multiple-baseline across-subject design was used involving eight middle school students, four Norwegian and four Swedish. Their STT-produced narrative texts were collected during and after the intervention and the productivity, accuracy, and text quality were analysed. Keyboarding was the baseline control condition. The results demonstrated that seven of the eight students increased text productivity and that the proportion of word-level accuracy was maintained or improved. The use of punctuation progressed in participants with poor baseline skills. Most students' STT-produced texts had at least a similar ratio of meaningfulness and text quality as keyboarding. However, the magnitude of the changes and development patterns varied, with three students showing the most notable impacts. In conclusion, this study's intervention seemed beneficial in initially instructing STT, and the progress monitoring guided individually adapted future interventions such as balancing productivity and formal language aspects. Removing the spelling barrier with STT provided an opportunity for students to improve their higher-order skills, such as vocabulary diversity and overall text quality. Furthermore, visible progress, such as the ability to produce longer texts, might motivate continued STT usage. However, such development may not always be immediate.

Speech-to-text (STT) may be an effective tool for developing text production in students with severe reading and writing difficulties. For example, enhanced text length can provide teachers with more material for feedback, guiding students towards improved text production.Text-to-speech may further enhance the usefulness of STT in text production by facilitating the revision process through listening to produced sentences and texts.By continuously monitoring students' STT usage and text production, teachers can tailor the content for further interventions to address individual needs such as sentence construction and text planning.Early STT intervention seems beneficial, allowing more time to practise advanced skills in text production when bypassing spelling.

Decoding intervention for young students with mild intellectual disabilities: A single-subject design study.

Students with intellectual disabilities need more time and explicit instruction to develop word decoding. Most previous research on interventions among these students is performed in English. Therefore, the current study examined the impact of a word-decoding intervention in Swedish on individual students with intellectual disabilities. A single-subject-design study was conducted with five students with mild intellectual disability in the fourth grade. They needed to enhance decoding, and Swedish was their first language. Their word and non-word decoding was measured during the baseline and intervention phases. The intervention with the Wolff Intensive Program was delivered by special education teachers supporting phonemic decoding and reading fluency training during 25 sessions. All five students developed their decoding as they decoded more words in a given time (NAP=0.84-1.00) and decreased their decoding errors in both word and nonword decoding (NAP=0.72-1.00). The results are promising but need to be confirmed in additional studies.

Primary school teachers' use and perception of digital technology in early reading and writing education in inclusive settings.

PURPOSE: The present study aimed to investigate teachers' use and perceptions of digital technology to promote learning and participation for all young students in early reading and writing education in inclusive primary schools. METHODS: Primary school teachers [N = 289] in Sweden were asked to complete a survey about digital technology in reading and writing education. The data were analysed statistically and with summative content analysis. RESULTS: The results showed that 82% of the teachers were interested in teaching young students to read and write using digital technology. More than 50% of the teachers included digital technology to promote students' learning of phonological awareness, decoding skills, vocabulary, spelling, or text editing every week, and 74% used digital technology to support students with special needs every week. Those who perceived digital technology as a facilitator of all students' participation in early reading and writing education also reported that they used digital technology to promote different reading and writing skills more frequently. Their perceived knowledge of managing digital technology was also positively related to their perception of digital technology as a facilitator of students' participation in reading and writing education.IMPLICATIONS FOR REHABILITATIONTeachers who are positive about digital technology perceive such technology as beneficial for all students in reading and writing education, also for those students who have special needs.Teachers use digital technology to compensate students with special needs in reading and writing. However, there is an unawareness of the advantages of using digital technology in inclusive education.

No learning loss in Sweden during the pandemic evidence from primary school reading assessments.

The COVID-19 pandemic has led to worldwide school closures, with a risk of learning loss. Sweden kept primary schools open, but it is unknown whether student and teacher absence and pandemic-related stress factors affected teaching and student progress negatively. In this study, reading assessment data from 97,073 Swedish primary school students (grades 1-3) were analysed to investigate potential learning loss. Results showed that word decoding and reading comprehension scores were not lower during the pandemic compared to before the pandemic, that students from low socio-economic backgrounds were not especially affected, and that the proportion of students with weak decoding skills did not increase during the pandemic. Study limitations are discussed. We conclude that open schools benefitted Swedish primary school students.

Sensory white noise improves reading skills and memory recall in children with reading disability.

BACKGROUND: Reading disability (RD) is characterized by slow and inaccurate word reading development, commonly reflecting underlying phonological problems. We have previously shown that exposure to white noise acutely improves cognitive performance in children with ADHD. The question addressed here is whether white noise exposure yields positive outcomes also for RD. There are theoretical reasons to expect such a possibility: a) RD and ADHD are two overlapping neurodevelopmental disorders and b) since prior research on white noise benefits has suggested that a central mechanism might be the phenomenon of stochastic resonance, then adding certain kinds of white noise might strengthen the signal-to-noise ratio during phonological processing and phoneme-grapheme mapping. METHODS: The study was conducted with a group of 30 children with RD and phonological decoding difficulties and two comparison groups: one consisting of skilled readers (n = 22) and another of children with mild orthographic reading problems and age adequate phonological decoding (n = 30). White noise was presented experimentally in visual and auditory modalities, while the children performed tests of single word reading, orthographic word recognition, nonword reading, and memory recall. RESULTS: For the first time, we show that visual and auditory white noise exposure improves some reading and memory capacities "on the fly" in children with RD and phonological decoding difficulties. By contrast, the comparison groups displayed either no benefit or a gradual decrease in performance with increasing noise. In interviews, we also found that the white noise exposure was tolerable or even preferred by many children. CONCLUSION: These novel findings suggest that poor readers with phonological decoding difficulties may be immediately helped by white noise during reading. Future research is needed to determine the robustness, mechanisms, and long-term practical implications of the white noise benefits in children with reading disabilities.

The Effect of Reading Interventions among Poor Readers at a Forensic Psychiatric Clinic.

The aim of the present study was to investigate the effect of a short period, 15 sessions, of reading interventions in a sample of adult forensic psychiatric patients: 61 patients with decoding difficulties - 44 in the experimental group and 17 in the comparison group - with an average age of 31.6 participated. Of these, 36% were female, and 29% had an immigrant background. The participants carried out a battery of reading tests. The results in the experimental group showed a medium effect size (d = .36 to .76) on all reading tests between pre- and post-test. The comparison group, however, showed no gain at all between the test occasions. The results indicate that a proportionally low reading intervention effort produces improvement in reading. This study discusses the importance of including reading assessment and offering remediation in order to reach optimal future social adjustment for patients in forensic clinics.

Computer-assisted interventions targeting reading skills of children with reading disabilities - a longitudinal study.

The purpose of the present study was to examine the effects of three computerized interventions on the reading skills of children with reading disabilities in Grade 2. This longitudinal intervention study included five test sessions over 1 year. Two test points occur before the intervention, and three afterwards. The last follow-up was conducted 1 year after the first measurement. One hundred thirty children in Grade 2 participated in the study. Three groups of children with reading difficulties received computerized training programmes: one aimed at improving word decoding skills and phonological abilities, the second focused on word and sentence levels and the third was a combination of these two training programmes. A fourth group received ordinary special instruction. In addition, there was one comparison group with age-matched typical readers. All groups improved their reading skills. The group that received combined training showed greater improvement than the one with ordinary special instruction and the group of typical readers at two follow-ups. The longitudinal results indicate additional positive results for the group that received the combined training, the majority of students from that group being no longer judged to be needing special education 1 year after the intervention.

Effects of three interventions on the reading skills of children with reading disabilities in grade 2.

In a longitudinal intervention study, the effects of three intervention strategies on the reading skills of children with reading disabilities in Grade 2 were analyzed. The interventions consisted of computerized training programs: One bottom-up intervention aimed at improving word decoding skills and phonological abilities, the second intervention focused on top-down processing on the word and sentence levels, and the third was a combination of these two training programs (n = 25 in each group). In addition, there were two comparison groups, 25 children with reading disabilities who received ordinary special instruction and 30 age-matched typical readers. All reading disabled participants completed 25 training sessions with special education teachers. All groups improved their reading skills. The group who received combined training showed higher improvements than the ordinary special instruction group and the typical readers. Different cognitive variables were related to treatment gains for different groups. Thus, a treatment combining bottom-up and top-down aspects of reading was the most effective in general, but individual differences among children need to be considered.