Dependency Grammar Approach to the Syntactic Complexity in the Discourse of Alzheimer Patients

This study aims to investigate the syntactic complexity in individuals with Alzheimer’s disease (AD) by conducting a comprehensive analysis that incorporates mean dependency distance (MDD), fine-grained grammatical metrics, and dependency network structures. A total of 150 adults with AD and 150 hea...

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Published in:Behavioral sciences Vol. 15; no. 10; p. 1334
Main Authors: Lian, Zhangjun, Wang, Zeyu
Format: Journal Article
Language:English
Published: Switzerland MDPI AG 29.09.2025
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ISSN:2076-328X, 2076-328X
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Abstract This study aims to investigate the syntactic complexity in individuals with Alzheimer’s disease (AD) by conducting a comprehensive analysis that incorporates mean dependency distance (MDD), fine-grained grammatical metrics, and dependency network structures. A total of 150 adults with AD and 150 healthy controls (HC) responded in English to interview prompts based on the Cookie Theft picture description task, and the results were compared. The key findings are as follows: (1) The primary syntactic change is a strategic shift from hierarchical, clause-based constructions to linear, phrase-based ones, a direct consequence of working memory deficits designed to minimize cognitive load. (2) This shift is executed via a resource reallocation, where costly, long-distance clausal dependencies are systematically avoided in favor of a compensatory reliance on local dependencies, such as intra-phrasal modification and simple predicate structures. (3) This strategic reallocation leads to a systemic reorganization of the syntactic network, transforming it from a flexible, distributed system into a rigid, centralized one that becomes critically dependent on the over-leveraged structural role of function words to maintain basic connectivity. (4) The overall syntactic profile is the result of a functional balance governed by the principle of cognitive economy, where expressive richness and grammatical depth are sacrificed to preserve core communicative functions. These findings suggest that the syntactic signature of AD is not a random degradation of linguistic competence but a profound and systematic grammatical adaptation, where the entire linguistic system restructures itself to function under the severe constraints of diminished cognitive resources.
AbstractList This study aims to investigate the syntactic complexity in individuals with Alzheimer's disease (AD) by conducting a comprehensive analysis that incorporates mean dependency distance (MDD), fine-grained grammatical metrics, and dependency network structures. A total of 150 adults with AD and 150 healthy controls (HC) responded in English to interview prompts based on the Cookie Theft picture description task, and the results were compared. The key findings are as follows: (1) The primary syntactic change is a strategic shift from hierarchical, clause-based constructions to linear, phrase-based ones, a direct consequence of working memory deficits designed to minimize cognitive load. (2) This shift is executed via a resource reallocation, where costly, long-distance clausal dependencies are systematically avoided in favor of a compensatory reliance on local dependencies, such as intra-phrasal modification and simple predicate structures. (3) This strategic reallocation leads to a systemic reorganization of the syntactic network, transforming it from a flexible, distributed system into a rigid, centralized one that becomes critically dependent on the over-leveraged structural role of function words to maintain basic connectivity. (4) The overall syntactic profile is the result of a functional balance governed by the principle of cognitive economy, where expressive richness and grammatical depth are sacrificed to preserve core communicative functions. These findings suggest that the syntactic signature of AD is not a random degradation of linguistic competence but a profound and systematic grammatical adaptation, where the entire linguistic system restructures itself to function under the severe constraints of diminished cognitive resources.
This study aims to investigate the syntactic complexity in individuals with Alzheimer's disease (AD) by conducting a comprehensive analysis that incorporates mean dependency distance (MDD), fine-grained grammatical metrics, and dependency network structures. A total of 150 adults with AD and 150 healthy controls (HC) responded in English to interview prompts based on the Cookie Theft picture description task, and the results were compared. The key findings are as follows: (1) The primary syntactic change is a strategic shift from hierarchical, clause-based constructions to linear, phrase-based ones, a direct consequence of working memory deficits designed to minimize cognitive load. (2) This shift is executed via a resource reallocation, where costly, long-distance clausal dependencies are systematically avoided in favor of a compensatory reliance on local dependencies, such as intra-phrasal modification and simple predicate structures. (3) This strategic reallocation leads to a systemic reorganization of the syntactic network, transforming it from a flexible, distributed system into a rigid, centralized one that becomes critically dependent on the over-leveraged structural role of function words to maintain basic connectivity. (4) The overall syntactic profile is the result of a functional balance governed by the principle of cognitive economy, where expressive richness and grammatical depth are sacrificed to preserve core communicative functions. These findings suggest that the syntactic signature of AD is not a random degradation of linguistic competence but a profound and systematic grammatical adaptation, where the entire linguistic system restructures itself to function under the severe constraints of diminished cognitive resources.This study aims to investigate the syntactic complexity in individuals with Alzheimer's disease (AD) by conducting a comprehensive analysis that incorporates mean dependency distance (MDD), fine-grained grammatical metrics, and dependency network structures. A total of 150 adults with AD and 150 healthy controls (HC) responded in English to interview prompts based on the Cookie Theft picture description task, and the results were compared. The key findings are as follows: (1) The primary syntactic change is a strategic shift from hierarchical, clause-based constructions to linear, phrase-based ones, a direct consequence of working memory deficits designed to minimize cognitive load. (2) This shift is executed via a resource reallocation, where costly, long-distance clausal dependencies are systematically avoided in favor of a compensatory reliance on local dependencies, such as intra-phrasal modification and simple predicate structures. (3) This strategic reallocation leads to a systemic reorganization of the syntactic network, transforming it from a flexible, distributed system into a rigid, centralized one that becomes critically dependent on the over-leveraged structural role of function words to maintain basic connectivity. (4) The overall syntactic profile is the result of a functional balance governed by the principle of cognitive economy, where expressive richness and grammatical depth are sacrificed to preserve core communicative functions. These findings suggest that the syntactic signature of AD is not a random degradation of linguistic competence but a profound and systematic grammatical adaptation, where the entire linguistic system restructures itself to function under the severe constraints of diminished cognitive resources.
Audience Academic
Author Lian, Zhangjun
Wang, Zeyu
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Cites_doi 10.1111/modl.12468
10.1353/lan.1981.0048
10.1016/j.jneuroling.2009.03.004
10.1016/j.physa.2008.01.069
10.1093/oso/9780199267309.001.0001
10.1371/journal.pone.0288556
10.1016/0911-6044(92)90021-N
10.1016/S0021-9924(03)00020-0
10.1177/21582440231198408
10.1006/brln.1999.2055
10.1017/9781108565691
10.2190/X09P-N7AU-UCHA-VW08
10.1017/CBO9780511781964
10.17791/jcs.2008.9.2.159
10.1097/00002093-200007000-00009
10.1590/S1980-57642014DN83000010
10.1515/9783110573565-009
10.3389/fnhum.2018.00185
10.1212/WNL.0b013e3181ed9c6b
10.1371/journal.pone.0266552
10.1001/archneur.1993.00540010075021
10.1016/S0911-6044(03)00048-4
10.1073/pnas.1502134112
10.1016/0271-5309(94)90025-6
10.1016/S0010-0277(87)80011-2
10.1177/009365096023004007
10.1016/0021-9924(90)90019-U
10.1080/02687038.2017.1303441
10.1186/s12859-016-1456-0
10.1055/s-2000-13177
10.1016/0093-934X(85)90124-5
10.3389/fnagi.2021.707628
10.2307/2529786
10.1006/brln.1996.0033
10.1044/jshr.2803.405
10.1044/1092-4388(2003/027)
10.1037/0882-7974.16.4.600
10.1080/09602011.2020.1789479
10.1080/13825589408256581
10.1016/j.jneuroling.2022.101069
10.1016/S0010-0277(98)00034-1
10.1057/s41599-024-03509-0
10.1016/0093-934X(82)90006-2
10.1080/14640748608401616
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Alzheimer’s disease
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dependency network
syntactic complexity
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References ref_50
Tomoeda (ref_54) 1990; 23
Croisile (ref_11) 1996; 53
Dassa (ref_28) 2018; 32
ref_13
ref_56
ref_53
ref_52
Liu (ref_41) 2014; 37
Dijkstra (ref_14) 2004; 17
Liu (ref_39) 2008b; 387
Gibson (ref_20) 1998; 68
Lee (ref_37) 2021; 31
Gao (ref_19) 2024; 11
Bayles (ref_6) 2000; 14
Emery (ref_16) 2000; 30
Kemper (ref_31) 2001; 16
Hier (ref_23) 1985; 25
ref_25
ref_24
Almor (ref_2) 1999; 67
Blanken (ref_7) 1987; 27
ref_22
ref_21
Mortensen (ref_44) 1992; 7
Rohrer (ref_49) 2010; 75
Futrell (ref_17) 2015; 112
Zhou (ref_57) 2012; 35
ref_27
ref_26
Baddeley (ref_4) 1986; 38
Liu (ref_38) 2008a; 9
Wang (ref_55) 2007; 3
Kramer (ref_32) 2000; 20
Nicholas (ref_46) 1985; 28
ref_33
Ellis (ref_15) 1996; 23
Chapin (ref_10) 2022; 63
Appell (ref_3) 1982; 17
Lyons (ref_43) 1994; 1
Kemper (ref_30) 1993; 50
Kyle (ref_34) 2018; 102
Breivik (ref_9) 1981; 57
ref_47
Bayles (ref_5) 2003; 36
Gao (ref_18) 2023; 13
Levy (ref_29) 2003; 46
Landis (ref_36) 1977; 33
ref_45
Liu (ref_42) 2019; 21
Lai (ref_35) 2009; 22
ref_40
Sabat (ref_51) 1994; 14
ref_1
ref_48
ref_8
Minett (ref_12) 2014; 8
References_xml – volume: 102
  start-page: 333
  year: 2018
  ident: ref_34
  article-title: Measuring syntactic complexity in L2 writing using fine-grained clausal and phrasal indices
  publication-title: Modern Language Journal
  doi: 10.1111/modl.12468
– volume: 57
  start-page: 1
  year: 1981
  ident: ref_9
  article-title: On the interpretation of existential there
  publication-title: Language
  doi: 10.1353/lan.1981.0048
– volume: 22
  start-page: 465
  year: 2009
  ident: ref_35
  article-title: To be semantically-impaired or to be syntactically-impaired: Linguistic patterns in Chinese-speaking persons with or without dementia
  publication-title: Journal of Neurolinguistics
  doi: 10.1016/j.jneuroling.2009.03.004
– volume: 387
  start-page: 3048
  year: 2008b
  ident: ref_39
  article-title: The complexity of Chinese syntactic dependency networks
  publication-title: Physica A: Statistical Mechanics and Its Applications
  doi: 10.1016/j.physa.2008.01.069
– ident: ref_26
– volume: 21
  start-page: 602
  year: 2019
  ident: ref_42
  article-title: Loss of non-nominal resources in the discourses of Alzheimer Patients
  publication-title: Contemporary Linguistics
– ident: ref_25
  doi: 10.1093/oso/9780199267309.001.0001
– ident: ref_56
  doi: 10.1371/journal.pone.0288556
– volume: 7
  start-page: 309
  year: 1992
  ident: ref_44
  article-title: A transitivity analysis of discourse in dementia of the Alzheimer’s type
  publication-title: Journal of Neurolinguistics
  doi: 10.1016/0911-6044(92)90021-N
– volume: 36
  start-page: 209
  year: 2003
  ident: ref_5
  article-title: Effects of working memory deficits on the communicative functioning of Alzheimer’s dementia patients
  publication-title: Journal of Communication Disorders
  doi: 10.1016/S0021-9924(03)00020-0
– volume: 13
  start-page: 1
  year: 2023
  ident: ref_18
  article-title: A corpus-based study of the dependency distance differences in English academic writing
  publication-title: SAGE Open
  doi: 10.1177/21582440231198408
– volume: 67
  start-page: 202
  year: 1999
  ident: ref_2
  article-title: Why do Alzheimer patients have difficulty with pronouns? Working memory, semantics, and reference in comprehension and production in Alzheimer’s disease
  publication-title: Brain and Language
  doi: 10.1006/brln.1999.2055
– ident: ref_13
  doi: 10.1017/9781108565691
– volume: 30
  start-page: 145
  year: 2000
  ident: ref_16
  article-title: Language impairment in dementia of the Alzheimer type: A hierarchical decline?
  publication-title: The International Journal of Psychiatry in Medicine
  doi: 10.2190/X09P-N7AU-UCHA-VW08
– ident: ref_24
  doi: 10.1017/CBO9780511781964
– volume: 9
  start-page: 159
  year: 2008a
  ident: ref_38
  article-title: Dependency distance as a metric of language comprehension difficulty
  publication-title: Journal of Cognitive Science
  doi: 10.17791/jcs.2008.9.2.159
– volume: 14
  start-page: 176
  year: 2000
  ident: ref_6
  article-title: Communication abilities of individuals with late-stage Alzheimer disease
  publication-title: Alzheimer Disease & Associated Disorders
  doi: 10.1097/00002093-200007000-00009
– volume: 8
  start-page: 260
  year: 2014
  ident: ref_12
  article-title: Analysis of word number and content in discourse of patients with mild to moderate Alzheimer’s disease
  publication-title: Dementia & Neuropsychologia
  doi: 10.1590/S1980-57642014DN83000010
– ident: ref_27
  doi: 10.1515/9783110573565-009
– ident: ref_52
– ident: ref_1
  doi: 10.3389/fnhum.2018.00185
– volume: 75
  start-page: 603
  year: 2010
  ident: ref_49
  article-title: Syndromes of nonfluent primary progressive aphasia: A clinical and neurolinguistic analysis
  publication-title: Neurology
  doi: 10.1212/WNL.0b013e3181ed9c6b
– ident: ref_45
  doi: 10.1371/journal.pone.0266552
– volume: 50
  start-page: 81
  year: 1993
  ident: ref_30
  article-title: On the preservation of syntax in Alzheimer’s disease: Evidence from written sentences
  publication-title: Archives of Neurology
  doi: 10.1001/archneur.1993.00540010075021
– volume: 17
  start-page: 263
  year: 2004
  ident: ref_14
  article-title: Conversational coherence: Discourse analysis of older adults with and without dementia
  publication-title: Journal of Neurolinguistics
  doi: 10.1016/S0911-6044(03)00048-4
– volume: 112
  start-page: 10336
  year: 2015
  ident: ref_17
  article-title: Large-scale evidence of dependency length minimization in 37 languages
  publication-title: Proceedings of the National Academy of Sciences
  doi: 10.1073/pnas.1502134112
– volume: 14
  start-page: 331
  year: 1994
  ident: ref_51
  article-title: Language function in Alzheimer’s disease: A critical review of selected literature
  publication-title: Language and Communication
  doi: 10.1016/0271-5309(94)90025-6
– volume: 3
  start-page: 65
  year: 2007
  ident: ref_55
  article-title: A systemic functional linguistic approach to existential there
  publication-title: Foreign Language Research
– ident: ref_53
– volume: 27
  start-page: 247
  year: 1987
  ident: ref_7
  article-title: Spontaneous speech in senile dementia and aphasia: Implications for a neurolinguistic model of language production
  publication-title: Cognition
  doi: 10.1016/S0010-0277(87)80011-2
– volume: 23
  start-page: 472
  year: 1996
  ident: ref_15
  article-title: Coherence patterns in Alzheimer’s discourse
  publication-title: Communication Research
  doi: 10.1177/009365096023004007
– volume: 23
  start-page: 151
  year: 1990
  ident: ref_54
  article-title: Speech rate and syntactic complexity effects on the auditory comprehension of Alzheimer patients
  publication-title: Journal of Communication Disorders
  doi: 10.1016/0021-9924(90)90019-U
– ident: ref_47
– volume: 32
  start-page: 27
  year: 2018
  ident: ref_28
  article-title: Severity of Alzheimer’s disease and language features in picture descriptions
  publication-title: Aphasiology
  doi: 10.1080/02687038.2017.1303441
– ident: ref_48
  doi: 10.1186/s12859-016-1456-0
– volume: 35
  start-page: 59
  year: 2012
  ident: ref_57
  article-title: Towards a typology of the existential clause
  publication-title: Journal of Foreign Languages
– volume: 20
  start-page: 447
  year: 2000
  ident: ref_32
  article-title: Alzheimer’s disease and its focal variants
  publication-title: Seminars in Neurology
  doi: 10.1055/s-2000-13177
– volume: 25
  start-page: 117
  year: 1985
  ident: ref_23
  article-title: Language disintegration in dementia: Effects of etiology and severity
  publication-title: Brain and Language
  doi: 10.1016/0093-934X(85)90124-5
– ident: ref_40
– ident: ref_8
  doi: 10.3389/fnagi.2021.707628
– volume: 33
  start-page: 363
  year: 1977
  ident: ref_36
  article-title: An application of hierarchical kappa-type statistics in the assessment of majority agreement among multiple observers
  publication-title: Biometrics
  doi: 10.2307/2529786
– volume: 53
  start-page: 1
  year: 1996
  ident: ref_11
  article-title: Comparative study of oral and written picture description in patients with Alzheimer’s disease
  publication-title: Brain and Language
  doi: 10.1006/brln.1996.0033
– volume: 37
  start-page: 42
  year: 2014
  ident: ref_41
  article-title: A corpus-based analysis of Alzheimer’s patients’ word-retrieving difficulties
  publication-title: Journal of PLA University of Foreign Languages
– ident: ref_21
– volume: 28
  start-page: 405
  year: 1985
  ident: ref_46
  article-title: Empty speech in Alzheimer’s disease and fluent aphasia
  publication-title: Journal of Speech, Language, and Hearing Research
  doi: 10.1044/jshr.2803.405
– volume: 46
  start-page: 341
  year: 2003
  ident: ref_29
  article-title: Morphology in picture descriptions provided by persons with Alzheimer’s disease
  publication-title: Journal of Speech, Language, and Hearing Research
  doi: 10.1044/1092-4388(2003/027)
– volume: 16
  start-page: 600
  year: 2001
  ident: ref_31
  article-title: Longitudinal change in language production: Effects of aging and dementia on grammatical complexity and propositional content
  publication-title: Psychology and Aging
  doi: 10.1037/0882-7974.16.4.600
– volume: 31
  start-page: 1557
  year: 2021
  ident: ref_37
  article-title: Effects of working memory intervention on language production by individuals with dementia
  publication-title: Neuropsychological Rehabilitation
  doi: 10.1080/09602011.2020.1789479
– volume: 1
  start-page: 271
  year: 1994
  ident: ref_43
  article-title: Oral language and Alzheimer’s disease: A reduction in syntactic complexity
  publication-title: Aging, Neuropsychology, and Cognition
  doi: 10.1080/13825589408256581
– ident: ref_50
– ident: ref_33
– volume: 63
  start-page: 101069
  year: 2022
  ident: ref_10
  article-title: A finer-grained linguistic profile of Alzheimer’s disease and mild cognitive impairment
  publication-title: Journal of Neurolinguistics
  doi: 10.1016/j.jneuroling.2022.101069
– volume: 68
  start-page: 1
  year: 1998
  ident: ref_20
  article-title: Linguistic complexity: Locality of syntactic dependencies
  publication-title: Cognition
  doi: 10.1016/S0010-0277(98)00034-1
– volume: 11
  start-page: 1
  year: 2024
  ident: ref_19
  article-title: A dependency distance approach to the syntactic complexity variation in the connected speech of Alzheimer’s disease
  publication-title: Humanities and Social Sciences Communications
  doi: 10.1057/s41599-024-03509-0
– volume: 17
  start-page: 73
  year: 1982
  ident: ref_3
  article-title: A study of language functioning in Alzheimer patients
  publication-title: Brain and Language
  doi: 10.1016/0093-934X(82)90006-2
– volume: 38
  start-page: 603
  year: 1986
  ident: ref_4
  article-title: Dementia and working memory
  publication-title: The Quarterly Journal of Experimental Psychology Section A
  doi: 10.1080/14640748608401616
– ident: ref_22
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Snippet This study aims to investigate the syntactic complexity in individuals with Alzheimer’s disease (AD) by conducting a comprehensive analysis that incorporates...
This study aims to investigate the syntactic complexity in individuals with Alzheimer's disease (AD) by conducting a comprehensive analysis that incorporates...
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SubjectTerms Advertising executives
Alzheimer's disease
Analysis
Architecture
Cognitive load
Computational linguistics
Criminal investigations
Dementia
dependency grammar
dependency network
fine-grained grammatical indices
Grammar
Language processing
Linguistics
Memory
Natural language interfaces
Semantics
syntactic complexity
Syntax
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Title Dependency Grammar Approach to the Syntactic Complexity in the Discourse of Alzheimer Patients
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