Development and Validation of an Instrument to Assess the Safe Use of Antidiabetic Medication to Prevent Hypoglycemia Requiring Hospitalization Among Ambulatory Patients With Type 2 Diabetes Mellitus in Bali, Indonesia
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作者:
Jaya, Made Krisna Adi
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机构:
Univ Gadjah Mada, Fac Pharm, Yogyakarta 55281, Indonesia
Udayana Univ, Fac Math & Sci, Dept Pharm, Bali, IndonesiaUniv Gadjah Mada, Fac Pharm, Yogyakarta 55281, Indonesia
Jaya, Made Krisna Adi
[1
,2
]
Rahmawati, Fita
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机构:
Univ Gadjah Mada, Fac Pharm, Yogyakarta 55281, IndonesiaUniv Gadjah Mada, Fac Pharm, Yogyakarta 55281, Indonesia
Rahmawati, Fita
[1
]
Yasin, Nanang Munif
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机构:
Univ Gadjah Mada, Fac Pharm, Yogyakarta 55281, IndonesiaUniv Gadjah Mada, Fac Pharm, Yogyakarta 55281, Indonesia
Yasin, Nanang Munif
[1
]
Ikawati, Zullies
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Univ Gadjah Mada, Fac Pharm, Yogyakarta 55281, IndonesiaUniv Gadjah Mada, Fac Pharm, Yogyakarta 55281, Indonesia
Ikawati, Zullies
[1
]
机构:
[1] Univ Gadjah Mada, Fac Pharm, Yogyakarta 55281, Indonesia
[2] Udayana Univ, Fac Math & Sci, Dept Pharm, Bali, Indonesia
Objectives: Ambulatory patients with type 2 diabetes mellitus (T2DM) require special attention when being discharged from the hospital with anti-diabetes medication. This necessity stems primarily from the risk of adverse drug reactions, particularly hypoglycemia. However, this risk is significantly influenced by the patients' knowledge and behavior regarding their medication use. This study aimed to develop instrument to assess the risk of medication-related hypoglycemia in ambulatory T2DM patients by clinical pharmacists. Methods: The study was conducted using an observational design that included multiple stages. These stages involved item development through focus group discussions (FGDs), content validation by clinical pharmacists, and criterion and construct validation by ambulatory T2DM patients using a cross-sectional approach. Results: A total of 10 question items were developed for assessment by clinical pharmacists following FGDs and content validation. Criterion and construct validation identified 8 valid question items through multivariate analysis (p<0.05). The scoring system developed demonstrated a linear relationship between the score and the number of items at risk in the instrument (p<0.05, R-2: 0.988). Additionally, the instrument was named "Medication-related Hypoglycemia Risk Score Assessment Tools (HYPOGLYRISK)." Conclusions: The findings of this study suggest that HYPOGLYRISK may serve as a useful tool for clinical pharmacists to evaluate the risk of medication-related hypoglycemia in ambulatory T2DM patients. Additionally, this instrument could assist clinical pharmacists in identifying priority patients and tailoring educational services to meet their specific goals and needs.
机构:
Univ Indonesia, Dr Cipto Mangunkusumo Natl Gen Hosp, Dept Internal Med, Div Endocrinol Metab & Diabet,Fac Med, Jakarta, IndonesiaUniv Indonesia, Dr Cipto Mangunkusumo Natl Gen Hosp, Dept Internal Med, Div Endocrinol Metab & Diabet,Fac Med, Jakarta, Indonesia
Sarumpaet, Angela
Tarigan, Tri Juli Edi
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Univ Indonesia, Dr Cipto Mangunkusumo Natl Gen Hosp, Dept Internal Med, Div Endocrinol Metab & Diabet,Fac Med, Jakarta, Indonesia
Univ Indonesia, Indonesian Med Educ & Res Inst, Metab Disorder Cardiovasc & Aging Cluster, Fac Med, Jakarta, IndonesiaUniv Indonesia, Dr Cipto Mangunkusumo Natl Gen Hosp, Dept Internal Med, Div Endocrinol Metab & Diabet,Fac Med, Jakarta, Indonesia
Tarigan, Tri Juli Edi
Tahapary, Dicky L.
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Univ Indonesia, Dr Cipto Mangunkusumo Natl Gen Hosp, Dept Internal Med, Div Endocrinol Metab & Diabet,Fac Med, Jakarta, Indonesia
Univ Indonesia, Indonesian Med Educ & Res Inst, Metab Disorder Cardiovasc & Aging Cluster, Fac Med, Jakarta, IndonesiaUniv Indonesia, Dr Cipto Mangunkusumo Natl Gen Hosp, Dept Internal Med, Div Endocrinol Metab & Diabet,Fac Med, Jakarta, Indonesia
机构:
Ng Teng Fong Gen Hosp, Dept Endocrinol, Div Med, 1 Jurong East St 21, Singapore 609606, Singapore
Jurong Community Hosp, 1 Jurong East St 21, Singapore 609606, Singapore
NUHS, 1 Jurong East St 21, Singapore 609606, SingaporeNg Teng Fong Gen Hosp, Dept Endocrinol, Div Med, 1 Jurong East St 21, Singapore 609606, Singapore
Chandran, Kurumbian
Tai, Kai Pik
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机构:
Jurong Community Hosp, 1 Jurong East St 21, Singapore 609606, Singapore
NUHS, 1 Jurong East St 21, Singapore 609606, Singapore
Ng Teng Fong Gen Hosp, Qual Innovat & Improvement, 1 Jurong East St 21, Singapore 609606, SingaporeNg Teng Fong Gen Hosp, Dept Endocrinol, Div Med, 1 Jurong East St 21, Singapore 609606, Singapore
Tai, Kai Pik
Toh, Matthias Paul Han Sim
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机构:
Natl Healthcare Grp, Populat Hlth, 3 Fusionopolis Link 03-08,Nexus One North, Singapore 138543, Singapore
Natl Univ Singapore, Saw Swee Hock Sch Publ Hlth, Tahir Fdn Bldg,12 Sci Dr 2,10-01, Singapore 117549, SingaporeNg Teng Fong Gen Hosp, Dept Endocrinol, Div Med, 1 Jurong East St 21, Singapore 609606, Singapore
Toh, Matthias Paul Han Sim
Phng, Francis Wei Loong
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机构:
Jurong Community Hosp, 1 Jurong East St 21, Singapore 609606, Singapore
NUHS, 1 Jurong East St 21, Singapore 609606, Singapore
Ng Teng Fong Gen Hosp, Qual Innovat & Improvement, 1 Jurong East St 21, Singapore 609606, SingaporeNg Teng Fong Gen Hosp, Dept Endocrinol, Div Med, 1 Jurong East St 21, Singapore 609606, Singapore
Phng, Francis Wei Loong
Seah, Darren Ee-Jin
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机构:
Natl Healthcare Grp Polyclin, Family Med Dev, 3 Fusionopolis Link,Nexus One North,South Tower, Singapore 138543, SingaporeNg Teng Fong Gen Hosp, Dept Endocrinol, Div Med, 1 Jurong East St 21, Singapore 609606, Singapore
Seah, Darren Ee-Jin
Wu, Christine Xia
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机构:
Jurong Community Hosp, 1 Jurong East St 21, Singapore 609606, Singapore
NUHS, 1 Jurong East St 21, Singapore 609606, Singapore
Ng Teng Fong Gen Hosp, Qual Innovat & Improvement, 1 Jurong East St 21, Singapore 609606, SingaporeNg Teng Fong Gen Hosp, Dept Endocrinol, Div Med, 1 Jurong East St 21, Singapore 609606, Singapore
机构:
Andalusian Publ Hlth Syst, Dist Primary Hlth Care Malaga, Hlth Care Ctr El Limonar, Republ Argentina St, Malaga 29016, Spain
Inst Invest Biomed Malaga IBIMA, Malaga, SpainAndalusian Publ Hlth Syst, Dist Primary Hlth Care Malaga, Hlth Care Ctr El Limonar, Republ Argentina St, Malaga 29016, Spain
Caro-Bautista, Jorge
Espinar-Toledo, Milagrosa
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Andalusian Publ Hlth Syst, Dist Primary Hlth Care Malaga, Hlth Care Ctr Rincon de la Victoria, Malaga, SpainAndalusian Publ Hlth Syst, Dist Primary Hlth Care Malaga, Hlth Care Ctr El Limonar, Republ Argentina St, Malaga 29016, Spain
Espinar-Toledo, Milagrosa
Villa-Estrada, Francisca
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机构:
Inst Invest Biomed Malaga IBIMA, Malaga, Spain
Andalusian Publ Hlth Syst, Dist Primary Hlth Care Malaga, Hlth Care Ctr Miraflores de los Angeles, Malaga, SpainAndalusian Publ Hlth Syst, Dist Primary Hlth Care Malaga, Hlth Care Ctr El Limonar, Republ Argentina St, Malaga 29016, Spain
Villa-Estrada, Francisca
Lupianez-Perez, Inmaculada
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机构:
Inst Invest Biomed Malaga IBIMA, Malaga, Spain
Andalusian Publ Hlth Syst, Dist Primary Hlth Care Malaga, Hlth Care Ctr Carlinda, Malaga, SpainAndalusian Publ Hlth Syst, Dist Primary Hlth Care Malaga, Hlth Care Ctr El Limonar, Republ Argentina St, Malaga 29016, Spain
Lupianez-Perez, Inmaculada
Kaknani-Uttumchandani, Shakira
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机构:
Inst Invest Biomed Malaga IBIMA, Malaga, Spain
Univ Malaga, Dept Nursing & Podiatry, Malaga, SpainAndalusian Publ Hlth Syst, Dist Primary Hlth Care Malaga, Hlth Care Ctr El Limonar, Republ Argentina St, Malaga 29016, Spain
Kaknani-Uttumchandani, Shakira
Garcia-Mayor, Silvia
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机构:
Inst Invest Biomed Malaga IBIMA, Malaga, Spain
Univ Malaga, Dept Nursing & Podiatry, Malaga, SpainAndalusian Publ Hlth Syst, Dist Primary Hlth Care Malaga, Hlth Care Ctr El Limonar, Republ Argentina St, Malaga 29016, Spain
Garcia-Mayor, Silvia
Salas-Samper, Felipe
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Andalusian Publ Hlth Syst, Dist Primary Hlth Care Costa del Sol, Hlth Care Ctr La Carihuela, Malaga, SpainAndalusian Publ Hlth Syst, Dist Primary Hlth Care Malaga, Hlth Care Ctr El Limonar, Republ Argentina St, Malaga 29016, Spain
Salas-Samper, Felipe
Morales-Asencio, Jose-Miguel
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机构:
Inst Invest Biomed Malaga IBIMA, Malaga, Spain
Univ Malaga, Dept Nursing & Podiatry, Malaga, SpainAndalusian Publ Hlth Syst, Dist Primary Hlth Care Malaga, Hlth Care Ctr El Limonar, Republ Argentina St, Malaga 29016, Spain