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Path Analysis of Blood Glucose Determinant on Diabetes Mellitus Patients through Intervening Variables of Medication Adherence

Unnes Journal of Public Health · Vol. 8 No. 2 (2019) · pp. 81–87

DOI
10.15294/ujph.v0i0.30420
ISSN
2548-7604, 2252-6781
Published
2019-07-31
Publisher
Universitas Negeri Semarang (UNNES) in cooperation with Association of Indonesian Public Health Experts (Ikatan Ahli Kesehatan Masyarakat Indonesia (IAKMI))
Language
eng

Abstract

The prevalence of DM patients in Indonesia in 2013 has increased compared to 2007. The non- adherence of patients in undergoing treatment therapy is one of the drug therapy problems (DTP) that needs special attention. The purpose of the study was to obtain the results of an analysis of direct and indirect relationships related to knowledge, attitudes, family support, and adherence to taking medication for blood glucose levels in patients with DM of type II. Research with correlation analytic research design, with a population of all DM patients of type II with outpatient care in the Sleman region, DIY, were 530 people. The sample was determined by the proportionate stratified random sampling technique of 119 people. The independent variables include knowledge, attitude, family support, while the dependent variable is blood glucose levels in patients with DM of type II and the intervening variable is adherence with taking medication. This study uses path analysis techniques. The results of this study draw conclusions, knowledge, attitudes, family support and medication adherence to DM patients with directly influence blood glucose levels. Apart from knowledge, attitudes and family support through adherence to taking drugs indirectly affect blood glucose levels.

Collaboration network of the authors

40 authors · 153 co-authorship links · showing the 40 most connected

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  • State University of Semarang
  • Affiliation unknown
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
Show as table
Co-authorOrganisationJoint articles
R SusantiAffiliation unknown8
Alfiana Ainun NisaAffiliation unknown5
Mahalul AzamAffiliation unknown5
Widya Hary CahyatiAffiliation unknown5
Oktia Woro Kasmini HandayaniState University of Semarang5
Aufiena Nur Ayu MerzistyaAffiliation unknown4
Lisdiana LisdianaAffiliation unknown4
Intan ZainafreeAffiliation unknown4
Lukman FauziAffiliation unknown3
Annisa Novanda Maharani UtamiAffiliation unknown3
Retno Sri IswariState University of Semarang3
Nugrahaningsih WHAffiliation unknown3
Dewi MustikaningtyasAffiliation unknown3
Sofwan IndarjoState University of Semarang3
Bertakalswa HermawatiAffiliation unknown3
Dina Nur Anggraini NingrumAffiliation unknown3
Fitri IndrawatiAffiliation unknown2
Anisa Yulia NafsiAffiliation unknown2
Linuria Asra LailyAffiliation unknown2
Rafidha Nur AlifahAffiliation unknown2
Salsabila Kinaya PraninditaAffiliation unknown2
Zuyyinatun MuflikhahAffiliation unknown2
Fitri Arum SasiAffiliation unknown2
Wiwi IsnaeniState University of Semarang2
Dyah Rini IndriyantiAffiliation unknown2
Tandiyo RahayuAffiliation unknown2
Taufiq HidayahAffiliation unknown2
Dwi Yunanto HermawanAffiliation unknown2
Evi WidowatiAffiliation unknown2
Muchamad DafipAffiliation unknown2
Eko FaridaAffiliation unknown2
Chatila MaharaniAffiliation unknown2
Ani RusilowatiState University of Semarang2
N. K. DewiAffiliation unknown1
A. M. A. AhmedAffiliation unknown1

Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.

Metadata source: OAI-PMH (metadata jurnal) https://journal.unnes.ac.id/sju/index.php/ujph/oai, first harvested 6 Nov 2026, last seen 6 Nov 2026.
Original metadata (oai_dc)
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	<dc:title xml:lang="en-US">Path Analysis of Blood Glucose Determinant on Diabetes Mellitus Patients through Intervening Variables of Medication Adherence</dc:title>
	<dc:creator>Kasmini Handayani, Oktia Woro</dc:creator>
	<dc:creator>Lindasari, Pamela</dc:creator>
	<dc:creator>Rahayu, Sri Ratna</dc:creator>
	<dc:creator>Yuniastuti, Ari</dc:creator>
	<dc:creator>Nugroho, Efa</dc:creator>
	<dc:description xml:lang="en-US">The prevalence of DM patients in Indonesia in 2013 has increased compared to 2007. The non- adherence of patients in undergoing treatment therapy is one of the drug therapy problems (DTP) that needs special attention. The purpose of the study was to obtain the results of an analysis of direct and indirect relationships related to knowledge, attitudes, family support, and adherence to taking medication for blood glucose levels in patients with DM of type II. Research with correlation analytic research design, with a population of all DM patients of type II&amp;nbsp; with outpatient care in the Sleman region, DIY, were 530 people. The sample was determined by the proportionate stratified random sampling technique of 119 people. The independent variables include knowledge, attitude, family support, while the dependent variable is blood glucose levels in patients with DM of type II and the intervening variable is adherence with taking medication. This study uses path analysis techniques. The results of this study draw conclusions, knowledge, attitudes, family support and medication adherence to DM patients with directly influence blood glucose levels. Apart from knowledge, attitudes and family support through adherence to taking drugs indirectly affect blood glucose levels.</dc:description>
	<dc:publisher xml:lang="en-US">Universitas Negeri Semarang (UNNES) in cooperation with Association of Indonesian Public Health Experts (Ikatan Ahli Kesehatan Masyarakat Indonesia (IAKMI))</dc:publisher>
	<dc:date>2019-07-31</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
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	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://journal.unnes.ac.id/sju/ujph/article/view/30420</dc:identifier>
	<dc:identifier>10.15294/ujph.v0i0.30420</dc:identifier>
	<dc:source xml:lang="en-US">Unnes Journal of Public Health; Vol 8 No 2 (2019): Unnes Journal of Public Health; 81-87</dc:source>
	<dc:source>2548-7604</dc:source>
	<dc:source>2252-6781</dc:source>
	<dc:source>10.15294/ujph.v0i0</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://journal.unnes.ac.id/sju/ujph/article/view/30420/13852</dc:relation>
	<dc:rights xml:lang="en-US">Copyright (c) 2019 Unnes Journal of Public Health</dc:rights>
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