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University of Illinois at Urbana-Champaign

The influence of lexical features on human rater's judgement of essay performance on local English Placement Test

Abstract

dc:description

This study explored to what extent the prompts may affect lexical features and whether lexical features could distinguish essays that were rated as different proficiency levels in the integrated reading-writing tasks. At the University of Illinois at Urbana-Champaign, 262 essays from the English Placement Test (EPT) were collected and holistically scored based on the EPT holistic profile-based rating scales into five profiles across three proficiency levels. Lexical features related to lexical sophistication and lexical diversity were investigated in relation to the profiles and proficiency levels. Lexical sophistication with commonly used words and academic words was measured through a computer program, called RANGE, that could produce the Lexical Frequency Profile (LFP) (Laufer & Nation, 1995). Lexical diversity was measured through five indices, TTR, Maas’s a2 (Mass, 1972), vocd-D (Malvern & Richards, 1997), HD-D (McCarthy & Jarvis, 2007) and MTLD (McCarthy & Jarvis, 2010). The results of this study showed that the prompts affect lexical features significantly, probably because of writers’ familiarity with different topics. Lexical sophistication related to commonly used words and academic words could both be used to significantly distinguish essays across proficiency levels and between profiles. High proficient writers were found to use more infrequent words and more academic words. As for indices measuring lexical diversity, this study indicated that none showed significant differences across proficiency levels or between two profiles. These results indicated that indices related to lexical sophistication may be a good indicator of lexico-grammar features as reflected in the EPT rating scales, while lexical diversity may not be a potential indicator.

Degree

thesis:*
Name thesis:degree_name
M.A.
Level thesis:degree_level
Thesis
Discipline thesis:degree_discipline
Teaching of English Sec Lang
Grantor
University of Illinois at Urbana-Champaign
Year dc:date
2021

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Zeng, Mengjia
Contributors dc:contributor
  • Yan, Xun
  • Pierce, Lisa

Subjects

dc:subject × 4

Rights

dc:rights
Statement dc:rights
  • Copyright 2021 Mengjia Zeng
Language dc:language
en

Identifiers

dc:identifier.*
Handle dc:identifier
http://hdl.handle.net/2142/110697
OAI identifier oai:identifier
oai:www.ideals.illinois.edu:2142/110697

Chain of custody

source
Harvested from
University of Illinois - Urbana-Champaign
Base URL
www.ideals.illinois.edu/oai-pmh
Last updated
2026-07-22
Source record
OAI-PMH GetRecord
citation

Zeng, Mengjia. The influence of lexical features on human rater's judgement of essay performance on local English Placement Test. Thesis thesis, University of Illinois at Urbana-Champaign, 2021. http://hdl.handle.net/2142/110697