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University of Alabama Libraries

Does data-driven learning lead to better academic writing?

Abstract

dc:description.abstract

Over the past several decades, the TESOL community in general has seen an increase in the interest in the use of data-driven learning approaches. Most of these have focused on the acquisition of vocabulary items, including a wide range of information necessary for their correct usage. One type of vocabulary that has been investigated has been that used mostly in academic writing. However, there has been little empirical study into the acquisition and use of two types of vocabulary common in academic writing, linking adverbials and reporting verbs. In addition, most studies into data-driven learning and academic vocabulary acquisition have assumed that the acquisition of this vocabulary will automatically lead to better academic writing. However, there have been no studies which have confirmed these assumptions. This study will attempt to fill these gaps in the literature. It investigates the acquisition of linking adverbials and reporting verbs, two sets of vocabulary that are difficult for ESL writers to master, with the use of data-driven learning techniques. In addition to looking at the acquisition of this vocabulary specifically, this study investigates whether these approaches also contribute to students' progress in their academic writing. Results indicate that data-driven learning techniques do in fact help students acquire and better employ linking adverbials in their writing, although they do not help in the case of reporting verbs. No correlations to increases in student essay scores were found. However, this study still shows the possible value of data-driven learning approaches to students' academic writing.

Degree

thesis:*
Grantor dc:publisher
University of Alabama Libraries
Year dc:date.issued
2011

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Garner, James Robert
Advisor dc:contributor.advisor
  • Liu, Dilin
Contributors dc:contributor
  • Nelson, Robert N.
  • Lightfoot, Douglas

Subjects

dc:subject × 1

Rights

dc:rights
Statement dc:rights
  • All rights reserved by the author unless otherwise indicated.
Language dc:language.iso
en_US, English

Identifiers

dc:identifier.*
Dc Identifier Other
u0015_0000001_0000535
Garner_alatus_0004M_10683
OAI identifier oai:identifier
oai:ir.ua.edu:123456789/1040

Chain of custody

source
Harvested from
University of Alabama
Base URL
ir-api.ua.edu/oai/request
Last updated
2026-07-27
Source record
OAI-PMH GetRecord
citation

Garner, James Robert. Does data-driven learning lead to better academic writing?. University of Alabama Libraries, 2011. https://ir.ua.edu/handle/123456789/1040