Ming Ming Chiu

• PhD
• Chair at Education University of Hong Kong

Many who believed Covid-19 fake news eschewed vaccines, masks, and social distancing; got unnecessarily infected; and died. To detect such fake news, we follow deceptive writing theory and link French hedges and modals to validity. As hedges indicate uncertainty, fake news writers can use it to include falsehoods while shifting responsibility to th...

This study conceptually replicates Cepeda, Coburn, Rohrer, Wixted, Mozer, & Pashler’s (2009, Experiment 1) study on the effects of distributed practice on second language (L2) vocabulary learning to examine its generalizability to a new context and population sample. The secondary focus of the paper is to examine the challenges and affordances of o...

Teachers are increasingly using augmented reality (AR) to develop students’ higher-order thinking (HOT). As past studies showed mixed results, our random effects meta-analysis of 21 effect sizes from 17 studies of 1256 participants determined the overall effect of AR on HOT and accounted for differences across studies via moderator effects. AR had...

This meta-analysis examined whether learning outcomes differ (a) for STEM integration versus traditional instruction and (b) across STEM integration implementations. Based on 79 effect sizes from 40 studies of 15,577 students, those learning via STEM integration outperformed other students on academic achievement tests (g = 0.661; 95% CI [0.548, 0....

Artificial intelligence-mediated informal digital learning of English (AI-IDLE) might strengthen second language (L2) learn-ers' motivational self-concept (e.g., the ideal L2 self) and enhance their foreign language enjoyment (FLE) by enabling them to build confidence, engagement, and willingness to practice their English skills in a self-directed,...

In this exploratory mixed‐methods study, we introduce and test our AI‐powered vocabulary learning system—ARCHe, which embeds four AI functions: (1) automatic feedback towards for pronunciation, (2) automatic feedback for towards handwriting, (3) automatic scoring for student‐generated sentences and (4) automatic recommendations. Specifically, our s...

Purpose Framed by social cognition theory, this study examines the impact of environmental factors (e.g. social norms) on students’ entrepreneurial self-efficacy (ES) and entrepreneurial intention (EI). Design/methodology/approach We obtained responses to a survey from 811 senior secondary students in Hong Kong. We then employed structural equatio...

This study introduces the Adolescent Entrepreneurial Attributes (AEA) scale, designed to measure key entrepreneurial attributes among adolescents within an educational context. Employing a mixed-methods approach, the research involved four distinct studies: a Delphi study to refine the measurement items, a survey of youth entrepreneurship course gr...

Students often have difficulties in self-regulating their vocabulary learning in mobile-assisted language learning (MALL). Building on past studies of vocabulary learning, MALL, self-regulation, and personalised learning (PL), we propose a self-regulated, collaborative, personalised vocabulary (SCPV) learning approach in MALL. In this exploratory m...

Supporting students' flexible use of multiple languages (translanguaging) in English medium instruction (EMI) classrooms might affect students' learning motivation, content and language learning, intercultural competence and intercultural citizenship. Such effect of translanguaging remains underexamined due to a predominance of qualitative inquirie...

Many education tests and psychological surveys elicit respondent views of similar constructs across scenarios (e.g., story followed by multiple choice questions) by repeating common statements across scales (one-statement-multiple-scale, OSMS). However, a respondent’s earlier responses to the common statement can affect later responses to it (recur...

Background Past studies of grit's educational benefits, such as science engagement, showed mixed results across cultures. So, we elaborated the prior model of grit (perseverance of effort, consistency of interest) with adaptability to situations (forming a triarchic model of grit TMG), and tested TMG's relation to subsequent science engagement. Me...

This retrospective review of nearly a century of publications in Journalism and Mass Communication Quarterly (JMCQ) traces the maturation of media studies toward a scientific discipline. The field’s dominant paradigms—media effects and communicator uses—persist, adapt, and diversify over time, yielding actionable insights. Challenges include (a) br...

Building on past studies showing that mobile learning improves learning outcomes and differs within a domain (e.g., science), this meta-analysis models domain-specific differences (e.g., learning activities) that drive these differences in science performance. A systematic database search (i.e., Web of Science, JSTOR, ERIC, PsycINFO, ProQuest Disse...

Background: Despite being an essential component of children's oral reading fluency, prosodic reading, which involves expressive changes in pitch patterns and pause durations, has not been explored in Cantonese-English bilingual children, whose first language (L1) is tonal, non-alphabetic, and whose second language (L2) is non-tonal, alphabetic....

Objectives: The parent-child relationship is one of the most long-lasting relationships in human life. Such relationship is particularly adaptive during public health emergencies that threaten human life. However, few studies have examined the effects of daily exchanges in support between aging parents and adult children on the relationship qualit...

Adolescents experiencing cyberbullying attacks (i.e., cyber-victims) can suffer severe psychological harm (e.g., suicide). To combat cyberbullying, people can defend the cyber-victims (cyber-defending). Unlike past studies, we proposed a comprehensive theoretical model of cyber-defending that includes socio-emotional aspects, beliefs, and past bull...

According to control-value and self-determination theories, pupils with greater second language.(L2) anxiety than others should have less L2 motivation. However, past studies' results are mixed. Thus, we determined the link between L2 pupils' anxiety and motivation during L2 learning, and its moderators. Specifically, we meta-analyzed 51 studies of...

This study proposes and tests a comprehensive model (with demographics, informal digital learning of English, ideal/ought-to L2 self, L2 enjoyment, and self-perceived communication competence) of face-to-face and digital communication anxiety's relationship to willingness to communicate in a second language (L2 WTC) within in-class, out-of-class, a...

As many students worldwide receive second language (L2) English private tutoring (EPT) that shadows school curricula, examining student perceptions of it is essential to understanding their L2 learning. From the L2 Motivational Self perspective, students’ ideal L2 self, ought-to L2 self and L2 learning experience are linked to student enjoyment of...

Studies of how positive and negative coping styles affect social anxiety show mixed results. Hence, our two meta-analyses determined the overall effect sizes of problem solving-focused coping (PSC) styles and emotion-focused coping (EFC) styles on social anxiety in mainland China (PSC: k = 49 studies, N = 34,669; EFC: k = 52, N = 36,531). PSC was n...

Studies of how positive and negative coping styles affect social anxiety show mixed results. Hence, our two meta-analyses determined the overall effect sizes of problem solving-focused coping (PSC) styles and emotion-focused coping (EFC) styles on social anxiety in mainland China (PSC: k = 49 studies, N = 34,669; EFC: k = 52, N = 36,531). PSC was n...

Surveys often add reverse-coded questions to monitor respondents with insufficient effort responses (IERs) but often wrongly assume that all respondents consistently answer all questions with full effort. By contrast, this study expanded the mixture model for IERs and ran a simulation via LatentGOLD to show the harmful consequences of ignoring IERs...

Fake news about coronavirus disease 2019 (COVID-19) can discourage people from taking preventive measures (masks, social distancing), thereby increasing infections and deaths; thus, this study tests whether attributes of users or COVID-19 tweets can distinguish tweets of true news versus fake news. We analyzed 4,165 spell-checked English tweets wit...

In contrast to teachers’ positive emotions, such as enjoyment and enthusiasm, teachers’ negative emotions and the regulation of negative emotions have received limited empirical attention. As the most commonly experienced negative emotion in teachers, anger has to date demonstrated mixed effects on teacher development. On the one hand, habitual exp...

The DigiLit Framework suggests criteria for digital text and tool selection (content accuracy, intuitiveness, interactivity, quality) and integration (model a literacy skill or strategy, guide a literacy skill or strategy, model digital feature use, guide digital feature use) in literacy lessons. Using survey research, we explored which DigiLit cri...

Although many studies modelled writing quality by analysing basic skills (spelling, grammar, etc.), few focused on top-down compositional strategies at the discourse level. We propose that using both narrative and argument discourse modes in an argumentative essay (a multi-discourse mode [MDM] strategy) capitalizes on their complementary advantages...

Although studies have shown that computational thinking (CT) can enhance learning processes and outcomes across traditional subjects, they have not shown how teachers might scaffold children's CT processes in a technology-mediated learning context. This exploratory study examined how teacher talk and technologies im-pacted the CT of three children...

As many students have foreign language (FL) anxiety, understanding its potential harm is critical to informing suitable counter-measures. According to social cognitive theory and control-value theory, students with more foreign language (FL) anxiety than other students might have lower FL self-efficacy (which can hinder their FL learning and use) b...

English listeners often struggle to perceive tones, but some are easier than others. This study examined these phenomena grounded in the Feature Weighing Perspective (FWP) and the Perceptual Assimilation Model for Suprasegmentals (PAM-S). Forty-seven English and Cantonese listeners completed 4,212 trials of Cantonese tone discrimination and sequenc...

We explored (a) emergent bilingual students’ talk-turns during read-alouds, (b) how earlier talk-turns were related to later talk-turns, and (c) how talk-turns varied across more versus less culturally relevant books. One teacher and her four students’ read-alouds across two sessions each were video-recorded and transcribed. Emergent coding was use...

We explored how teacher and child talk-turns were related to children’s subsequent comprehension responses during read-alouds. Data included three kindergarten teachers’ interactive read-alouds (736 talk-turns across six video-recorded and transcribed sessions). Talk-turns were coded using a priori and emergent codes. Statistical discourse analysis...

Given the importance of corpus linguistics in language learning, there have been calls for the integration of corpus training into teacher education programmes. However, the question of what knowledge and skills the training should target remains unclear. Hence, we advance our understanding of measures and outcomes of teacher corpus training by pro...

This study examined student access to school counselors and the link between school counselor-to-student (SC-S) ratios and student outcomes in six states in the United States. Access to school counselors was often greater for White students, but less for Asian students, English learners, or those in larger schools. In the two states with the lowest...

Despite the general consensus on the positive impact of formative assessment on student learning, researchers have not shown the underlying mechanisms between specific formative assessment strategies and academic performance on an international sample. This study examines the link between student and teacher reports of teachers' formative assessmen...

In traditional test models, test items are independent, and test-takers slowly and thoughtfully respond to each test item. However, some test items have a common stimulus (dependent test items in a testlet), and sometimes test-takers lack motivation, knowledge, or time (speededness), so they perform rapid guessing (RG). Ignoring the dependence in r...

Past studies of the relation between teacher-student relationship (TSR) and students’ academic achievement (SAA) yielded mixed results, so this study determined the overall link between TSR and SAA, along with their moderators. This three-level meta-analysis of 90 independent effect sizes in 74 empirical studies of 233,961 students showed an overal...

Background: Face-to-face class suspensions during the coronavirus disease (COVID-19) pandemic in 2019 increased telepractice in speech and language therapy. However, little is known about speech and language therapists' (SLTs) perceived effectiveness of telepractice and its antecedents. Aims: To examine the use of telepractice and the factors af...

This article investigates types of citizenship education in selected schools in Hong Kong with different overarching affiliations (pro-China vs. pro-democracy). After examining schools’ policies (e.g., sister school of China school), we selected four pro-China and two pro-democracy schools. As a highly diverse society, citizenship education in Hong...

Background: Many studies (especially cross-sectional ones) have shown signicant links between two of these three constructs-achievement, self-concept and anxiety. Objectives: Unlike past longitudinal studies that examined only two of these three constructs, this study examines all three, grounded in self-determination theory, control-value theory a...

Background: Parental involvement is one of the most important factors affecting students’ academic learning. Different families seem to show similar parental involvement patterns. This study employed a representative sample of 12,575 seventh- and eighth-grade Chinese students’ parents to explore the patterns of parental involvement. (2) Methods: La...

In this study, we examine the Spanish proficiency progress of elementary Spanish-English bilinguals in three types of language program models: a dual language bilingual education (DLBE) model with a 90/10 language allocation, a DLBE model with a 50/50 language allocation, and an English as a Second Language (ESL) model over an academic year. In the...

This meta-analysis determined game-based learning's (GBL) overall effect on students' computational thinking (CT) and tested for moderators, using 28 effect sizes from 24 studies of 2,134 participants. The random effects model results showed that GBL had a significant positive overall effect on students' CT (g = 0.677, 95% confidence interval 0.532...

This study examined the development of prosodic reading and its within- and cross-language contributions to reading comprehension among 121 Cantonese-English bilingual second-graders (aged 7 years, 70 girls) in 2015, and 52 of them as third-graders in 2016. Spectrographic analysis of their reading of one Chinese and one English passage revealed bot...

This study examined the development of prosodic reading and its within- and cross-language contributions to reading comprehension among 121 Cantonese-English bilingual second-graders (aged 7 years, 70 girls) in 2015, and 52 of them as third-graders in 2016. Spectrographic analysis of their reading of one Chinese and one English passage revealed bot...

Grounded in transformative teacher development through the curriculum-based professional learning (CBPL) approach to teaching-learning, this exploratory study surveyed the computational thinking (CT) views of 25 in-service teachers before and after their CT professional development programme workshops. Multivariate outcome multilevel cross-classifi...

This study examined the factor structure and measurement invariance of the competence, confidence, connection, character, and caring (Five Cs) model using the Positive Youth Development (PYD) survey’s short (34 items) and very short versions (17 items). We also tested its criterion-related validity with life satisfaction, flourishing, transcendence...

Students’ school belonging is critical to overall functioning. Most past studies of school belonging’s antecedents focused on individual-level and proximal environmental factors, neglecting broader socioecological factors such as income inequality. Hence, this study examined whether income inequality is associated with students’ school belonging. W...

This study determined the antecedents of diffusion scope (total audience), speed (number of adopters/time), and shape (broadcast vs. person-to-person transmission) for true vs. fake news about a falsely claimed stolen 2020 US Presidential election across clusters of users that responded to one another’s tweets (“user clusters”). We examined 31,128...

Asynchronous, anonymous online debaters might be less likely than face-to-face debaters to value their public self-image (face), and thus disagree more freely. In this study, we examined whether polite disagreements (as opposed to rude ones) help online debaters win over audience members. An analysis of the most voted-on 100 political debates on De...

Past studies identified isolated factors influencing teachers’ formative assessment practices (FAP) but did not show a comprehensive model of it. Hence, this study systematically creates and tests a theoretical model of FAP by determining whether personal or contextual factors are linked to teachers’ FAP. We collected longitudinal data from 296 Hon...

Background Researchers debate whether game-based learning (GBL) affects students' achievement emotions, as past studies yielded mixed results. Objectives This study determines the overall effect of GBL on students' positive achievement emotion and their negative achievement emotions (PAEs, NAEs), along with their moderators. Methods This meta-...

During a game, personalities and recent interaction sequences of strategies or actions can affect the likelihood of a specific game action (e.g., attack). Seventeen players played eight face-to-face, educational games (four players per game) and spoke for 8432 turns, all video recorded. A mobile game system collected their game actions. Statistical...

This meta-analysis examines the effects of game-based learning (GBL), compared with traditional instructional methods, on the science achievement of students, ranging from primary school to university. Results from the 41 primary studies of 6256 participants showed heterogeneity among effect sizes. The random effects model results showed a positive...

A rater's overall impression of a ratee's essay (or other assessment) can influence ratings on multiple criteria to yield excessively similar ratings (halo effect). However, existing analytic methods fail to identify whether similar ratings stem from homogeneous criteria (true halo) or rater bias (illusory halo). Hence, we introduce and test a mixt...

Coronavirus disease 2019 (COVID-19) has induced stress and anxiety. According to past studies, positive support within married couples reduces stress during diseases and disasters, but their mechanisms are unclear. To address this gap and help individuals better cope with COVID-19-related psychological distress, this study examined the relationship...

Contribution: Students do not naturally give unbiased, accurate peer assessments (PAs). Hence, giving teamwork guidelines to students can improve their cooperation, understanding of one another, PA attitude, and PA accuracy. Background: During collaborative learning, PA can improve students' autonomy, evaluation, and communication, which often enha...

As past studies of self-control and Internet addiction showed mixed results, this meta-analysis of 83 primary studies with 80,681 participants determined whether (a) these students with less self-control had greater Internet addiction, and (b) age, culture, gender, Internet addiction measures, or year moderated these relations. We used a random-eff...

One-hundred ninety-nine literacy professors responded to an online survey. A multivariate outcome logit/probit model was used to analyze these data to determine how professor and institution characteristics were related to (a) technologies that professors use in their courses, (b) technologies that professors prepare teachers to use, (b) teaching m...

Rater centrality, in which raters overuse middle scores for rating, is a common rater error which can affect test scores and subsequent decisions. Past studies on rater errors have focused on rater severity and inconsistency, neglecting rater centrality. This study proposes a new model within the hierarchical rater model framework to explicitly spe...

We investigated how two English-language newspapers – Hong Kong’s South China Morning Post (SCMP) and the mainland China Daily (CD) – portrayed key social actors (police, students, protesters, and governments) during the Occupy Central/Yellow Umbrella movement. We examined emotional valence, arousal, and dominance characterizations in 1,180 news ar...

Practitioners often screen depression among the general population with the Center for Epidemiologic Studies Depression (CES-D) scale (Radloff, 1977). However, few studies tested the scale for bias (by gender and age) across a wide age range. This study does so with a partial credit Rasch model via Winsteps® (Linacre, 2018) on 34,762 Chinese people...

Students' information and communication technology (ICT) skills might support their learning processes and outcomes—or distract from them. As past studies showed mixed results, this meta-analysis examined 50 effect sizes from 45 studies of 70,350 students' ICT literacy and academic achievement in primary schools, secondary schools, and universities...

To support young children's learning during the coronavirus 2019 (COVID‐19) pandemic, preschool educators in Hong Kong were required to teach with digital technologies. In this study, 1035 educators from 169 preschools reported their views and practices in an online survey, which we examined via multilevel mixed‐response analysis and thematic analy...

Parents, teachers and policy makers are concerned about how immigrant students acquire the mainstream language and achieve academic success. Therefore, researchers face an urgent need to examine the broader ecological factors that influence immigrant students’ academic identity construction and mainstream language learning. This study investigates...

As past studies showed mixed results, this meta-analysis determined game-based learning’s overall effect on students’ critical thinking and tested for moderators, using 21 effect sizes from 20 empirical studies of 1,947 participants. The results showed that game-based learning had a significant positive overall effect on students’ critical thinking...

Without universal access to a Covid-19 vaccine, many countries seek to prevent coronavirus outbreaks by closing schools and having students learn remotely. This study aims to examine its challenges for linguistic minority (LM) students and some practical strategies – both generally for all students and specifically for LM students. This study synt...

According to Self-Determination Theory (SDT), teacher motivation affects student motivation indirectly via teaching practices that support the satisfaction of students’ basic psychological needs, but studies have not shown evidence of this entire sequence. We tested the complete model: teacher motivation (autonomous, controlled, and amotivation) →...

Mandarin speakers often confuse three structural particles “的”, “地” and “得” in their formal writings and Chinese teachers often correct these errors in students’ essays. To reduce Chinese teachers’ laborious workload, the present research aims to investigate how to use technology to efficiently correct grammar errors with feedback. All three struct...

Although students who self-assess effectively often learn better, creating effective, low-cost interventions to help them do so is a critical challenge. This study examined the effects of a self-assessment diary intervention on 74 Form 1 (Mage = 12.2 years) students’ academic achievement, self-regulation, and motivation. After each homework assignm...

This meta-analysis examines whether greater computational thinking is linked to greater academic achievement among students from 1st graders in primary school to 4th year seniors at university. Results from 34 studies showed that computational thinking and academic achievement were positively correlated (0.288). Moderator analysis showed that this...

Online group debates hosted in asynchronous threaded discussions can facilitate critical thinking between discussants (and increase deeper understanding of complex problems) by eliminating the need for turn-taking while formulating and presenting premises to support and challenge claims. Yet to be determined is to what extent does the current numbe...

Many test-takers do not carefully answer every test question; instead they sometimes quickly answer without thoughtful consideration (rapid guessing, RG). Researchers have not modeled RG when assessing student learning with cognitive diagnostic models (CDMs) to personalize feedback on a set of fine-grained skills (or attributes). Therefore, this st...

Dual language bilingual education (DLBE) is a unique form of bilingual education that has the potential to preserve and develop the heritage languages of emergent bilinguals, foster high levels of bilingualism, and address academic disparities, thereby changing emergent bilinguals’ educational conditions and learning outcomes. Yet, DLBE schools and...

Adolescents who believe that their parents treat them differently from their siblings have poorer psychosocial well-being than otherwise. This phenomenon, which is known as parental differential treatment or PDT occurs in up to 65% of families. Past studies have examined socio-demographic variables (e.g., child gender, age, and birth order) as pred...

This meta-analysis tested whether (a) internet overuse was linked to subjective well-being, life satisfaction, positive emotion, or negative emotion and (b) whether participants’ geographical region, age, or gender moderated these links. Meta-analysis of 70 primary studies with 68,964 participants showed that students with internet overuse had more...

Although several theories argue that self-control is negatively related to aggression, studies show mixed results. Hence, our meta-analysis determined the overall relation between self-control and aggression (or their related measures) and moderation effects. Our data consists of 58 studies of 39,116 students in mainland China without physiological...

This study tests whether teachers’ emotional labor in classroom settings is optimally conceptualized according to the type of emotional labor strategy involved (genuinely expressing, hiding, and faking emotions), the specific type of emotion being performed in class (e.g., enjoyment vs. pride vs. anxiety), or both strategy type and emotion type. Mu...

In this study, we used a quasi-experimental, longitudinal design to examine the English language arts (ELA) and mathematics test scores of emergent bilinguals (EBs) in DLBE 50:50 models versus English as a second language (ESL) models in Indiana over four academic school years. With a focus on the midwestern U.S., we bring attention to a less-studi...

China’s education reforms might affect students’ academic emotions (and hence their motivation and learning outcomes). This study examines Chinese adolescents’ academic emotions across time via a cross-temporal meta-analysis of 96 studies published between 2004 and 2017. Our results indicate that in later years, adolescents’ positive high-arousal a...

We examined how social antecedents impact students’ use of explanations versus evidence to justify arguments using statistical discourse analysis on 2028 postings from 87 graduate students in five courses, each participating in four online debates. The results show that students overall were much more likely to justify arguments with explanations t...

Personal lies (girl on date lying to dad) and fake news (Obama Bans Pledge of Allegiance) both deceive but in different ways, so they require different detection methods. People in long-term relationships try to tell undetectable lies to encourage, often, audience inaction. In contrast, unattached fake news welcome attention and try to ignite audie...

In many Asian countries and increasingly in the West, primary and secondary school students receive private tutoring, often in the form of lectures in cram schools. As English is an international lingua franca, many students enroll in English courses after school. Students enrolled in English private tutoring (EPT) are often examination-driven and...