• Title/Summary/Keyword: K-DRG

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Efficient DRG Fraud Candidate Detection Method Using Data Mining Techniques (데이터마이닝 기법을 이용한 효율적인 DRG 확인심사대상건 검색방법)

  • Lee, Jung-Kyu;Jo, Min-Woo;Park, Ki-Dong;Lee, Moo-Song;Lee, Sang-Il;Kim, Chang-Yup;Kim, Yong-Ik;Hong, Du-Ho
    • Journal of Preventive Medicine and Public Health
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    • v.36 no.2
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    • pp.147-152
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    • 2003
  • Objectives : To develop a Diagnosis-Related Group (DRG) fraud candidate detection method, using data mining techniques, and to examine the efficiency of the developed method. Methods ; The Study included 79,790 DRGs and their related claims of 8 disease groups (Lens procedures, with or without, vitrectomy, tonsillectomy and/or adenoidectomy only, appendectomy, Cesarean section, vaginal delivery, anal and/or perianal procedures, inguinal and/or femoral hernia procedures, uterine and/or adnexa procedures for nonmalignancy), which were examined manually during a 32 months period. To construct an optimal prediction model, 38 variables were applied, and the correction rate and lift value of 3 models (decision tree, logistic regression, neural network) compared. The analyses were peformed separately by disease group. Results : The correction rates of the developed method, using data mining techniques, were 15.4 to 81.9%, according to disease groups, with an overall correction rate of 60.7%. The lift values were 1.9 to 7.3 according to disease groups, with an overall lift value of 4.1. Conclusions : The above findings suggested that the applying of data mining techniques is necessary to improve the efficiency of DRG fraud candidate detection.

Effect of Rhizoma gastrodiae on glucose oxydase induced neurotoxicity in cultured mouse spinal dorsal root ganglion neurons

  • Park, Seung-Taeck;Park, Yang-Kyu;Park, Jae-Hwang;Cho, Kwang-Ho;Ryu, Do-Gon;Jeon, Byung-Hoon;Shin, Min-Kyo;Han, Du-Seok;Cho, Nam-Su;Shin, Dong-Min
    • Advances in Traditional Medicine
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    • v.1 no.1
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    • pp.64-70
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    • 2000
  • Effects of Rhizoma gastrodiae on glucose oxidase-induced neurotoxicity was investigated in cultured newborn mouse spinal dorsal root ganglion(DRG) neurons that were treated in the media with or without glucose oxidase. In addition, the protective effect of Rhizoma gastrodiae extract against glucose oxidase-induced neurotoxicity was examined. Cytotoxic values were expressed as a percentage of number of living cells by 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) assay. In this paper, exposure of neurons to glucose oxidase resulted in a significant call death in a dose- and time-dependent manners in DRG neuron cultures. The decrease in cell viability induced by the glucose oxidase was blocked by Rhizoma gastrodiae extract. These results indicate that the neuroprotective effect of Rhizoma gastrodiae extract against glucose oxidase-induced neurotoxicity may result from a prevention or attenuation of oxidative damage induced by glucose oxidase.

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A Study on the Ward Rounding System of Medical Record Administrator for Improving the Completeness of the Medical Records (의무기록 완성도에 대한 병동순회 의무기록사제도의 개입효과)

  • Kang, Sunny;Park, Hoon Ki;Lee, Keum Soon;Moon, Ok Ryun;Jung, Poong Man
    • Quality Improvement in Health Care
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    • v.6 no.1_2
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    • pp.80-91
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    • 1999
  • Background : With the CQI concepts, which emphasize doing the right things right the first time, we tried to enhance the timely completion of medical records by changing the review process from retrospective method to concurrent one. Methods : Against the current retrospective QA activity, Medical record administrator did the concurrent QA of the inpatient medical records with the deficiency sheets. One general surgery ward was chosen as a trial one. The deficiency rate of the medical records of the discharged patients was compared before and after the enforcement of the system. Job analysis of the medical record departments was done about four tertiary care hospitals located in Seoul to estimate the cost and the time consumed by current system. Results : There was a little improvement in the completion rate of the medical records after the trial. The new system was effective. And job analysis showed that much money and time were wasted by current retrospective feedback system. Conclusion : Though the result was not so satisfactory, it should be considered that this test was a voluntary one and the interns and residents were not forced to complete the medical records during this trial period. If there be any strong motivation to complete the medical record in time, this system is sure to be succeed. As the DRG system requires the concurrent review of the medical records to confirm severity of the patient's illness and to assure the timely discharge, it is desirable to enforce this method with the DRG system together. DRG coding and reducing deficiency rate of the medical records can be accomplished simultaneously.

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The Effect of Reform of New-Diagnosis Related Groups (KDRGs) on Accuracy of Payment (신포괄수가 시범사업 모형 개선 이후의 지불정확도 변화)

  • Choi, Jung-Kyu;Kim, Seon-Hee;Shin, Dong-Gyo;Kang, Jung-Gu
    • Health Policy and Management
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    • v.27 no.3
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    • pp.211-218
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    • 2017
  • Background: Korea set up new diagnosis related group (DRG) as demonstration project in 2009. The new DRG was reformed in 2016. The main purpose of study is to identify the effect of reform on accuracy of payment. Methods: This study collected inpatient data from a hospital which contains medical information and cost from 2015 to 2016. The dependent variables were accuracy of total, bundled, unbundled payment, and payment for procedures. To analyze the effect of reform, this study conducted a multi-variate regression analysis adjusting for confounding variables. Results: The accuracy of payment increased after policy reform. The accuracy of total, bundled, unbundled payment, and payment for procedures significantly increased 3.90%, 2.92%, 9.03%, and 14.57% after policy reform, respectively. The accuracy of unbundled payment showed the largest increase among dependent variables. Conclusion: The results of study imply that policy reform enhanced the accuracy of payment. The government needs to monitor side effects such as increase of non-covered services. Also, leads to a considerable improvement in the value of cost unit accounting as a strategic play a role in development of DRG.

Oxidation of extracellular cysteines by mercury chloride reduces TRPV1 activity in rat dorsal root ganglion neurons

  • Jin, Yun-Ju;Park, Jin-Young;Kim, Jun;Kwak, Ji-Yeon
    • Animal cells and systems
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    • v.15 no.3
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    • pp.181-187
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    • 2011
  • Transient receptor potential vanilloid type 1 (TRPV1) receptor plays an important role as a molecular detector of noxious signals in primary sensory neurons. Activity of TRPV1 can be modulated by the change in the environment such as redox state and extracellular cations. In the present study, we investigated the effect of the mercury chloride ($HgCl_2$) on the activity of TRPV1 in rat dorsal root ganglia (DRG) neurons using whole-cell patch clamp technique. Extracellular $HgCl_2$ reversibly reduced the magnitudes of capsaicin-activated currents ($I_{cap}$) in DRG neurons in a dose-dependent manner. The blocking effect of $HgCl_2$ was prevented by pretreatment with the reducing agent dithiothreitol (DTT). Inhibition of $I_{cap}$ by $HgCl_2$ was abolished by point mutation of individual cysteine residues located on the extracellular surface of TRPV1. These results suggest that three extracellular cysteines of TRPV1, Cys616, Cys634 and Cys621, are responsible for the oxidative modulation of $I_{cap}$ by $HgCl_2$.

Policy Elites' Perception of Health Policy Governance: Findings from In-depth Interviews of Korean New Diagnosis Related Group Payment (정책 전문가의 인식을 통해 본 한국 보건의료정책 거버넌스: 신포괄수가제 사례에 관한 심층면접 결과)

  • Shon, Changwoo;Kwon, Soonman;You, Myoungsoon
    • Health Policy and Management
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    • v.23 no.4
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    • pp.326-342
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    • 2013
  • Background: Engaging and Involving stakeholders who have different interests in changing health care policies are difficult task. As the literature on the governance in Korean health care field is rare, this study aims to provide empirical evidence of 'governing health policy'-the ways health care policy is made, implemented, and evaluated from a political perspective. Methods: The authors of this study conducted interviews with elites in policy and clinical areas, which was considered to be the most effective approach to gather in-depth information about the background of changing payment policy as well as the barriers or contributors for making the policy sustainable. A total of 14 experts (3 government officials, 2 representatives from medical profession, 3 professors form academic field, and 6 healthcare providers from New DRG pilot program hospitals) participated in 2 hour long interviews. Results: There was a perception gap of the feasibility and substantiality of new payment system among elites. The score was higher in government officers than those in scholars or clinical experts. Next, the interviewees indicated that Korean New DRG might not sustain without significant efforts to improving democratic aspects of the governance. It is also notable that all interviewees except healthcare providers provided negative expectation of the contribution of new payment system to increase administration efficiency. For clinical efficiency, every stakeholders perceived there was no increased efficiency after introduction of New DRG payment. Like general perception, there was a wide gap between the perception of stakeholders in quality change after implementing the new payment system. Finally, interview participants negatively assumed about the likelihood of New DRG to remain a case of successful reforms. Conclusion: This study implied the importance of social consensus and the governance of health policy.

Neurotoxicity of Sodium Salicylate on Spinal Sensory Neurons in Culture (배양 척수감각신경세포에 대한 살리실산 나트륨의 신경독성에 관한 연구)

  • Lee, Kang-Chang;Choi, Yu-Sun;Park, Seung-Taeck
    • The Korean Journal of Pain
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    • v.14 no.2
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    • pp.136-141
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    • 2001
  • Background: Sodium salicylate (SS) is a nonsteroidal anti-inflammatory drug (NSAID) for the treatment of neuralgia or pain from rheumatoid arthritis. When abused or used in excess, SS can induce cytotoxicity. The present study examined whether SS has a neurotoxic effect. Methods: Cell viability was examined by MTT [3-(4,5-dimethylthiazol-2,5-dipheny ltetrazolium bromide] assay and Sulforhodamine (SRB) assay after cultivating dorsal root ganglion (DRG) neurons derived from neonatal mouse. These cells were treated with various concentrations of SS for 24 hours. In addition, the amount of protein synthesis against SS was measured in these cultures. Results: Cell viability (20, $40{\mu}g/ml$ SS) significantly decreased in a dose-dependent manner. Additionally, SS inhibited protein synthesis after the exposure of cultured mouse DRG neurons to $30{\mu}g/ml$ of SS for 24 hours. Conclusions: The present study suggests that SS is toxic in cultured DRG neurons derived from neonatal mouse by decreasing cell viability and the amount of protein synthesis.

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Characterization of Voltage-Gated Potassium Currents in Dorsal Root Ganglion Neurons of Neonatal Rats (신생흰쥐 척수후근신경절 세포에서 전압의존성 $K^+$ 전류의 동정)

  • Kim, Ji-Mok;Jung, Sung-Jun;Kim, Sang-Jeong;Kim, Jun
    • The Korean Journal of Physiology and Pharmacology
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    • v.1 no.6
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    • pp.613-624
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    • 1997
  • Dorsal root ganglion (DRG) is composed of neuronal cell bodies of primary afferents with diverse functions. Various types of ion channels present on DRG neurons may reflect those functions. In the present study, voltage-gated potassium currents in DRG neurons of neonatal rats were characterized by whole-cell voltage clamp method. Two types of delayed rectifier and three types of transient potassium currents were identified according to their electrophysiological properties. The delayed rectifier currents were named $I_{Ke}$ (early inactivating) and $I_{K1}$ (late inactivating). Steady state inactivation of $I_{Ke}$ began from -100 mV lasting until -20 mV. $I_{K1}$ could be distinguished from $I_{Ke}$ by its inactivation voltage range, from -70 mV to +10 mV. Three transient currents were named $I_{Af}$ (fast inactivation), $I_{Ai}$ (intermediate inactivation kinetics), and $I_{As}$ (slow inactivation). $I_{Af}$ showed fast inactivation with time constant of $10.6{\pm}2.0$ msec, $I_{Ai}$ of $36.9{\pm}13.9$ msec, and $I_{As}$ of $60.6{\pm}2.9$ msec at +30 mV, respectively. They also had distinct steady state inactivation range of each. Each cell expressed diverse combination of potassium currents. The cells most frequently observed were those which expressed both $I_{K1}$ and $I_{Af}$, and they had large diameters. The cells expressing $I_{Ke}$ and expressing $I_{Ke}$, $I_{Ai}$, and $I_{As}$ usually had small diameters. Judging from cell diameter, capsaicin sensitivity or action potential duration, candidates for nociceptor were the cells expressing $I_{Ke}$, expressing $I_{Ke}$ and $I_{Ai}$, and expressing $I_{Ke}$ and $I_{As}$. The types and distribution of potassium currents in neonatal rat DRG were similar to those of adult rat DRG (Gold et al, 1996b).

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Study on the nNOS Expression in the Rat Spinal Cord of the Spinal Nerve Ligation Model with Neuropathic Pain and the Dorsal Rhizotomy (척수신경 결찰 만성통증모델 및 후신경근 절단 백서의 척수에서 Neuronal Nitric Oxide Synthase(nNOS) 발현에 관한 연구)

  • Youm, Jin Young;Kim, Youn
    • Journal of Korean Neurosurgical Society
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    • v.29 no.7
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    • pp.877-885
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    • 2000
  • Objective : The NOS inhibitors exhibit antinociceptive activity in rat model of neuropathic pain. NOS activity increases in the dorsal root ganglia(DRG) in neurop-athic pain. However, NOS activity decreases in the dorsal horn of spinal cord in the nerve injury models of neuropathic pain. To investigate whether the mechanism of decrease of NOS expression in the dorsal horn is related to a secondary effect resulting from increased NO production and likewise in the spinal DRG in the spinal nerve ligation model of neuropathic pain. Methods : We conducted behavioral tests for neuropathic pain, and nNOS immunohistochemistry and NADPH-diaphorase histochemistry after tight ligation of the 5th lumbar(L5) and 6th lumbar(L6) spinal nerves and L5 dorsal rhizotomy. Results : Typical neuropathic pain behaviors occurred 7 days after post-ligation in the neuropathic surgery group, but neuropathic pain behaviors in the dorsal rhizotomy group were absent or weak 7 days after post-operation. There was a decrease in the number of nNOS immunoreactive dorsal horn neurons on the both side(especially ipsilateral side) 7 days after post-ligation. The number of nNOS immunoreactive neurons in both side of the dorsal horn was not decreased 7 days after L5 dorsal rhizotomy. Conclusion : These data indicate that the changes in the injured DRG is essential for development and maintenance of neuropathic pain, and mechanism of decrease of nNOS expression in the dorsal horn is a secondary effect against the changes in the DRG including increased NO production in the spinal nerve ligation model of neuropathic pain.

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