Integrating computational thinking into a longitudinal data analysis course for public health students

Abstract After completing an introductory biostatistics course, public health students often need to take one or more follow-on courses focusing on specialized areas of biostatistics. While there exists decades’ worth of pedagogical research on teaching introductory statistics to non-statistics majo...

Full description

Bibliographic Details
Published in:	Discover Education
Main Author:	Qi Zheng
Format:	Article
Language:	English
Published:	Springer 2022-10-01
Subjects:	Computational thinking Zone of proximal development Knowledge elaboration Likelihood function
Online Access:	https://doi.org/10.1007/s44217-022-00015-w

Similar Items

THE ROLE OF SCAFFOLDING IN THE DECONSTRUCTING OF THINKING STRUCTURE: A CASE STUDY OF PSEUDO-THINKING PROCESS
by: Imam Kusmaryono, et al.
Published: (2020-09-01)

Effects of the valence and argument substantiveness of others’ comments on viewers’ validation of and attitudes toward pseudo-scientific claims
by: Miwa Inuzuka, et al.
Published: (2023-12-01)

ANALISIS ELABORATION LIKELIHOOD MODEL DALAM PEMBENTUKAN PERSONAL BRANDING DI TWITTER
by: Tuti Widiastuti Widiastuti
Published: (2017-09-01)

The application of systematic analytical thinking in teaching vocabulary for English majors
by: Weiwei Shi
Published: (2025-07-01)

A content analysis of the Orbeez® Gel Blaster injury challenge on TikTok
by: Hannah P. Schneider, et al.
Published: (2025-02-01)

Unveiling the influence of persuasion strategies on cognitive engagement: an ERPs study on attentional search
by: Lichao Xiu, et al.
Published: (2024-09-01)

Development of ethnofun to improve computational thinking of junior high school students grade VII
by: Hendrisa Rizqie Romandoni, et al.
Published: (2024-10-01)

Beyond the Jingle: A Thematic Analysis of Creative Persuasion in Nigerian Telecommunications Advertising
by: Augustine Anyasi C. Akaeze
Published: (2025-10-01)

Comparative Approaches to Mis/Disinformation| Belief in or Identification of False News According to the Elaboration Likelihood Model
by: Chi-Ying Chen, et al.
Published: (2021-02-01)

The Effect of Using Storytelling on Destination Image Is Influenced By Experience
by: Agustinus Rusdianto Berto, et al.
Published: (2023-12-01)

THE EFFECT OF MESSAGE QUALITY AND CREDIBILITY OF SHOPEE LIVE HOST SOURCES ON PURCHASE INTENTION FOR SKINTIFIC SKINCARE PRODUCTS
by: Aldityatama D.H.R., et al.
Published: (2024-06-01)

Presenting the professional thinking model of employees based on the dimensions of ambivalence and psychological empowermen
by: Abdolmajid Kord, et al.
Published: (2024-06-01)

Mathematical Problem-Solving Heuristics Among Student Teachers
by: Melanie Gurat
Published: (2018-09-01)

The fear in desire: linking desire thinking and fear of missing out in the social media context
by: Annika Brandtner, et al.
Published: (2023-06-01)

Persuasion Over Time: A Longitudinal Analysis of Message Strategy and Engagement in B2B Instagram using ELM
by: Meita Dinar Astaningrum, et al.
Published: (2025-07-01)

The Effect of Direct Instructions Strategy Integrated Computational Thinking and Prior Knowledge on Critical Thinking and Problem-solving
by: Siti Maulidah, et al.
Published: (2023-12-01)

Integrating STEAM Education and Computational Thinking: Analysis of Students’ Critical and Creative Thinking Skills in an Innovative Teaching and Learning
by: Epifani Putri Mariana, et al.
Published: (2023-06-01)

Students' Computational Thinking Ability on Learning of Integers
by: Dyego Ostian, et al.
Published: (2024-12-01)

The demand for life insurance in a developing country and the mediating role of persuasion
by: Darian Low, et al.
Published: (2021-09-01)

An Elaboration Likelihood Model of Information Dissemination Dynamics With the Influence of Opinion Leaders
by: Bo Sun, et al.
Published: (2024-01-01)

Female Consumers’ Involvement in Intentional Non-Sustainable and Unintentional Sustainable Apparel Decisions: An Emerging Market Perspective
by: Elizabeth Kempen, et al.
Published: (2023-01-01)

When Advertisements Look Like Products:
by: Ryosuke Takeuchi, et al.
Published: (2024-05-01)

ARE PROVERBS CLICHÉ?
by: Heather A. Haas
Published: (2016-08-01)

Clearcut Persuasion? Audience Cognition of Mediated Environmental Advertising through the Lens of the Elaboration Likelihood Model
by: Derek Moscato
Published: (2018-06-01)

The Effect of Advertising Music as a Non-Verbal Cue on Consumer Responses
by: Makoto Ono
Published: (2024-01-01)

What Message Characteristics Make Social Engineering Successful on Facebook: The Role of Central Route, Peripheral Route, and Perceived Risk
by: Abdullah Algarni
Published: (2019-06-01)

Developing preservice teachers’ intuitions about computational thinking in a mathematics and science methods course
by: Peter F. Moon, et al.
Published: (2023-06-01)

The SNS-based E-mentoring and Development of Computational Thinking for Undergraduate Students in an Online Course
by: Yeonju Jang, et al.
Published: (2023-04-01)

Effects of elaborating feedback cards on students’ learning and their satisfaction in the Fundamentals of nursing course
by: Fatemeh Hajihosseini, et al.
Published: (2022-03-01)

Public Interest Communications: A Social Psychological Perspective
by: Viviane Seyranian
Published: (2017-04-01)

Research on cultivating computational thinking in university computer courses - Based on PBL strategies
by: Wang Qun, et al.
Published: (2024-01-01)

Integrating computational thinking to enhance students’ mathematical understanding
by: Camilla Finsterbach Kaup, et al.
Published: (2023-06-01)

New Perspectives on Collective Collaboration Within and Between Change Laboratory Sessions
by: Camilla Finsterbach Kaup, et al.
Published: (2024-10-01)

Empowering Vocational Students: A Research-Based Framework for Computational Thinking Integration
by: Seppe Hermans, et al.
Published: (2024-02-01)

Deciphering the persuasive power of information overload in live commerce: A tactics approach to consumer decision-making
by: Junwei Cao, et al.
Published: (2025-10-01)

Breaking through the clutter and the impact of ambiguous arguments on consumers' purchase decisions
by: Chimeziem Elijah Nwankwo-Ojionu, et al.
Published: (2024-12-01)

SOCIAL MEDIA ADVERTISING ASSISTANCE WITH PERSUASION CONCEPT – ELABORATION LIKELIHOOD MODEL (ELM) FOR SMES IN SURABAYA
by: Phima Ruthia Dwikesumasari, et al.
Published: (2021-11-01)

Development of the cultural tailoring score (CTS): a scoring instrument to assess cultural tailoring of health messaging
by: Claudia Parvanta, et al.
Published: (2025-12-01)

Investigating the Role of modern Media in Changing the Attitudes of Citizens of Tehran towards the Disabled
by: Hamideh Khaleghi Mohammadi, et al.
Published: (2022-12-01)

Check the box! How to deal with automation bias in AI-based personnel selection
by: Cordula Kupfer, et al.
Published: (2023-04-01)