Categories
Nevin Manimala Statistics

The impact of human resource management on employee performance in health care organizations

J Health Organ Manag. 2025 Aug 14:1-15. doi: 10.1108/JHOM-03-2024-0116. Online ahead of print.

ABSTRACT

PURPOSE: This study sought to examine the impact of human resource management (HRM) on the performance of healthcare employees in selected Jordanian healthcare centers. It explores how specific HRM practices, including leadership, communication, technology adoption, teamwork, decision-making, motivation and promotions, influence employee performance.

DESIGN/METHODOLOGY/APPROACH: Data were collected using an online survey questionnaire from a randomized sample of 100 healthcare employees working in King Abdullah University Hospital and Jordanian University Hospital. The questionnaire was adapted from validated instruments used in previous research studies and tested for internal consistency of the items using Cronbach’s reliability test. Pearson correlations, linear regression and descriptive statistics tools were conducted using SPSS version 25 and were used to analyze the data. A minimum sample size of 200 was initially calculated; however, only 100 completed responses were received, which may impact statistical power.

FINDINGS: The healthcare employees scored an adequate level of job performance (M = 2.57; standard deviation = 0.43). The ability to remain active while performing work (2.64) and to complete specified work on time (2.61) and commitment and adherence to the regulations and hours of work (2.61) were the leading attributes of work performance. Moreover, healthcare employees’ performance was influenced by leadership and communication patterns, technology, teamwork, decision-making, motivation and promotions. Overall, HRM also had a significant summative impact on the performance of healthcare employees (p < 0.05).

RESEARCH LIMITATIONS/IMPLICATIONS: The cross-sectional research design renders it unsuitable for establishing causal relationships between variables. A sample size of N = 100 limits the generalizability of the findings obtained. Researchers should use either longitudinal or mixed-methods research methodologies to examine temporal changes and get deeper insights on HRM effectiveness.

PRACTICAL IMPLICATIONS: Enhancing healthcare HRM policies requires strengthening leadership frameworks and implementing modern communication systems, leading to improved worker performance and superior service quality.

ORIGINALITY/VALUE: The study offers valuable insights into HRM practices in the Jordanian healthcare sector, integrating HRM theories with healthcare management to offer actionable recommendations for hospital managers and policymakers.

PMID:40802306 | DOI:10.1108/JHOM-03-2024-0116

Categories
Nevin Manimala Statistics

Antioxidant potential of wine polyphenols on hematological indices and apical periodontitis in male rats

J Appl Oral Sci. 2025 Aug 11;33:e20250229. doi: 10.1590/1678-7757-2025-0229. eCollection 2025.

ABSTRACT

OBJECTIVE: To investigate the effects of dealcoholized red wine supplementation on blood cells and the redox state in male rats with established apical periodontitis (AP).

METHODOLOGY: Thirty-two male Wistar rats were assigned to one of four groups: control (C), dealcoholized red wine (DRW), red wine (RW), and alcohol (AL). AP was induced, and supplementation was administered for 30 days, starting 30 days after AP induction. At the end of the 60th day, the maxillae were removed for AP radiographic analysis and blood was collected for blood cell and redox state analysis. Statistical tests were applied (p<0.05).

RESULTS: The C and DRW groups showed higher weight gain percentages (p<0.05). The DRW and AL groups exhibited the smallest and the largest periapical lesion areas, respectively (p<0.05). The RW and DRW groups showed similar red blood cell parameters to the C group but different from the AL group (p<0.05). Lymphocyte counts were smaller in the DRW and RW groups compared to the AL and C groups (p<0.05), and the neutrophil count was lower in the AL group (p<0.05). No significant differences were found in monocytes and in lipid and protein oxidative damage. Superoxide dismutase activity was lower in the AL group (p<0.05). The DRW group presented a higher glutathione concentration compared to the RW and AL groups (p<0.05).

CONCLUSION: DRW reduced periapical lesion size and altered the blood profile by reducing the lymphocyte count and increasing the concentration of endogenous antioxidants such as GSH in male rats with established AP.

PMID:40802305 | DOI:10.1590/1678-7757-2025-0229

Categories
Nevin Manimala Statistics

Efficacy of the adapted Cycles approach in telepractice speech-language pathology with a parental focus for children with speech sound disorders

Codas. 2025 Aug 11;37(4):e20240216. doi: 10.1590/2317-1782/e20240216pt. eCollection 2025.

ABSTRACT

PURPOSE: To evaluate the effectiveness of the adapted Cycles approach to telepractice and family engagement in the treatment of children with speech sound disorder (SSD).

METHODS: Ten children aged 5:0 to 7:8 years with a diagnosis of SSD participated. Two multiple baseline assessments and two post-treatment assessments were conducted. Effectiveness was measured by comparing pre- and post-intervention percentage of consonants correct (PCC), percentage of consonants correct revised (PCC-R), Process Density Index (PDI), and the number of phonological processes with occurrence >25% and the intervention effect size (ES). Family perceptions of daily training were obtained via digital interview and Likert scale. Subjects were randomly distributed to G1: two weekly online sessions with the speech therapist, and G2: half the sessions conducted by the caregiver trained by the speech therapist. Both groups received 12 sessions and performed daily speech training.

RESULTS: All participants showed increased PCC, PCC-R, and decreased PDI and number of phonological processes with occurrence >25%, with ES ranging from small to large. There was a trend towards statistical significance (ES G2 > G1). All caregivers reported high child interest in activities and ease of execution, with a positive family experience (Likert=4) training the child’s speech using digital resources.

CONCLUSION: The effectiveness of the proposed approach ranged from medium to high. The performance of the groups was similar, with a trend towards greater effectiveness for G2, which focused on family involvement. Parental training resulted in good engagement in sessions and daily training.

PMID:40802299 | DOI:10.1590/2317-1782/e20240216pt

Categories
Nevin Manimala Statistics

Reconfiguration of life and work routines of senior professors during the COVID-19 pandemic

Rev Bras Enferm. 2025 Aug 8;78Suppl 2(Suppl 2):e20240337. doi: 10.1590/0034-7167-2024-0337. eCollection 2025.

ABSTRACT

OBJECTIVES: to analyze the challenges and interferences experienced in reconfiguration of daily life and work of senior professors working remotely during the COVID-19 pandemic.

METHODS: qualitative research, with 15 professors from different levels of education. Snowball sampling and individual interviews were carried out, with structured and semi-structured questions. Analysis was simple statistical, percentage and lexicographic using Alceste software.

RESULTS: age ranged from 60 to 78 years, with a majority of women and difficulties in starting remote classes. There were more hours of work with overload, physical health problems due to a sedentary lifestyle and mental health problems.

FINAL CONSIDERATIONS: learning to use technology was understood as reinventing oneself as a professor. Collaborative work was a strategy to overcome challenges, and there was little psychological support from institutions. There is a clear need for investment in updating teaching staff and greater assistance to older teachers in their difficulties to overcome limitations.

PMID:40802295 | DOI:10.1590/0034-7167-2024-0337

Categories
Nevin Manimala Statistics

In Vivo Evaluation of Melasma Pathologic Features and Treatment Response by 2-Photon Microscopy

JAMA Dermatol. 2025 Aug 13. doi: 10.1001/jamadermatol.2025.2790. Online ahead of print.

ABSTRACT

IMPORTANCE: Melasma, a complex and clinically challenging facial pigmentary disorder, lacks in vivo pathologic tools for definitive diagnosis and accurate efficacy assessment.

OBJECTIVE: To use 2-photon microscopy (TPM) for noninvasive pathologic detection of melasma and therapeutic response monitoring to hydroquinone cream, 2%.

DESIGN, SETTING, AND PARTICIPANTS: This single-center, evaluator-blinded, observational study consisting of 2 sequential phases was conducted at the Dermatology Outpatient Clinic of China-Japan Friendship Hospital from January to September 2024. The study population included patients aged 18 to 60 years with clinically diagnosed melasma who were not treated for the condition in the past 3 months, without other facial dermatoses, free of malignant disease history, and not pregnant and nonlactating.

EXPOSURE AND INTERVENTION: In the first phase, participants underwent noninvasive TPM 3-dimensional imaging of lesional and perilesional areas. In the second phase, all participants were treated with hydroquinone cream, 2% twice daily for 12 weeks.

MAIN OUTCOMES AND MEASURES: In phase 1, the main outcome was TPM pathologic features. In phase 2, the main measures were modified Melasma Area and Severity Index (mMASI) scores, dermoscopic scores, and TPM indexes at baseline and weeks 4, 8, and 12.

RESULTS: The TPM images of 120 lesional and perilesional areas from 60 patients (57 female individuals, 3 male individuals; median [IQR] age, 39.5 [37.0-45.8] years) were analyzed. Compared with the perilesions, melasma lesions showed increased melanin across all epidermal layers (stratum corneum: median [IQR], 1 [0-2] vs 0 [0-0]; stratum granulosum: median [IQR], 1 [1-2] vs 0 [0-0]; superficial stratum spinosum: median [IQR], 2 [1-3] vs 1 [1-1]; deep stratum spinosum: median [IQR], 3 [2-3] vs 2 [1-2]; stratum basale: median [IQR], 3 [3-4] vs 2 [2-3]) in a mottled distribution, reduced viable epidermal thickness (median [IQR], 43.5 [39.0-48.0] µm vs 48.0 [43.9-54.0] µm; median difference, -4.50; 95% CI, -6.58 to -3.70), flattened rete ridges (94.17%; 95% CI, 88.45%-97.15% vs 69.17%; 95% CI, 60.42%-76.73%), increased activated (median [IQR], 2 [1-2] vs 1 [1-1]; median difference, 1; 95% CI, 0.70-1.00) and pendulous (median [IQR], 0 [0-1] vs 0 [0-0]) melanocytes at the dermal-epidermal junction (DEJ), and more severe solar elastosis (median [IQR], 2 [2-3] vs 2 [1-2]) (all P<.001). Among them, 53 patients (88.3%) completed 12 weeks of hydroquinone treatment, the mean mMASI scores and dermoscopic pigmentary scores decreased by 29.81% (95% CI, 22.75%-36.72%; P < .001) and 36.16% (95% CI, 30.07%-42.25%; P < .001), respectively, after treatment. TPM showed significant decreases in melanin content of each epidermal layer (stratum corneum: median [IQR], 1 [1-2] vs 1 [0-1]; stratum granulosum: median [IQR], 2 [1-2] vs 1 [0-1]; superficial stratum spinosum: median [IQR], 2 [2-3] vs 1 [1-2]; deep stratum spinosum: median [IQR], 3 [3-3] vs 2 [2-3]; and stratum basale: median [IQR], 3 [3-4] vs 2 [2-3]; all P < .001) and activated melanocytes at the DEJ (median [IQR], 2 [2-2] vs 1 [1-2]; P < .001) after treatment, but no statistical changes in pendulous melanocytes or solar elastosis during treatment.

CONCLUSIONS AND RELEVANCE: This observational study found that TPM may offer a new paradigm in pigmentary disorder management by enabling in vivo detection of pathologic features and assessment of cellular-level treatment responses.

PMID:40802269 | DOI:10.1001/jamadermatol.2025.2790

Categories
Nevin Manimala Statistics

Widespread, perception-related information in the human brain scales with levels of consciousness

Imaging Neurosci (Camb). 2024 Jul 29;2:imag-2-00240. doi: 10.1162/imag_a_00240. eCollection 2024.

ABSTRACT

How does the human brain generate coherent, subjective perceptions-transforming yellow and oblong visual sensory information into the perception of an edible banana? This is a hard problem. According to the standard viewpoint, processing in groups of dedicated regions-identified as active “blobs” when using functional magnetic resonance imaging (fMRI)-gives rise to perception. Here, we reveal a new organizational concept by discovering that stimulus-specific information distributed throughout the whole brain. Using fMRI, we found stimulus-specific information across the neocortex, even in voxels previously considered “noise,” challenging traditional analytical approaches. Surprisingly, these stimulus-specific signals were also present in the subcortex and cerebellum and could be detected from across-subject variances. Finally, we observed that stimulus-specific signal in brain regions beyond the primary and secondary sensory cortices is influenced by sedation levels, suggesting a connection to perception rather than sensory encoding. We hypothesize that these widespread, stimulus-specific, and consciousness level-dependent signals may underlie coherent and subjective perceptions.

PMID:40800543 | PMC:PMC12272199 | DOI:10.1162/imag_a_00240

Categories
Nevin Manimala Statistics

Predicting brain age across the adult lifespan with spontaneous oscillations and functional coupling in resting brain networks captured with magnetoencephalography

Imaging Neurosci (Camb). 2024 Jun 17;2:imag-2-00195. doi: 10.1162/imag_a_00195. eCollection 2024.

ABSTRACT

The functional repertoire of the human brain changes dramatically throughout the developmental trajectories of early life and even all the way throughout the adult lifespan into older age. Capturing this arc is important to understand healthy brain ageing, and conversely, how injury and diseased states can lead to accelerated brain ageing. Regression modelling using lifespan imaging data can reliably predict an individual’s brain age based on expected arcs of ageing. One feature of brain function that is important in this respect, and understudied to date, is neural oscillations-the rhythmic fluctuations of brain activity that index neural cell assemblies and their functioning, as well as coordinating information flow around networks. Here, we analysed resting-state magnetoencephalography (MEG) recordings from 367 healthy participants aged 18 to 83, using two distinct statistical approaches to link neural oscillations and functional coupling with that of healthy ageing. Spectral power and leakage-corrected amplitude envelope correlations were calculated for each canonical frequency band from delta through gamma ranges. Spatially and spectrally consistent associations between healthy ageing and neurophysiological features were found across the applied methods, showing differential effects on neural oscillations, with decreasing amplitude of low frequencies throughout the adult lifespan, and increasing high-frequency amplitude. Functional connectivity within and between resting-state brain networks mediated by alpha coupling generally decreased throughout adulthood and increased in the beta band. Predictive modelling of brain age via regression showed an age-dependent prediction bias, resulting in overestimating the age of younger people (<40 years old) and underestimating the age of older individuals. These findings evidence strong age-related neurophysiological changes in oscillatory activity and functional networks of the brain as measured by resting-state MEG and that cortical oscillations are moderately reliable markers for predictive modelling. For researchers in the field of predictive brain age modelling with neurophysiological data, we recommend attention is paid to predictive biases for younger and older age ranges and consider using specific models for different age brackets. Nevertheless, these results suggest brain age prediction from MEG data can be used to model arcs of ageing throughout the adult lifespan and predict accelerated ageing in pathological brain states.

PMID:40800534 | PMC:PMC12272185 | DOI:10.1162/imag_a_00195

Categories
Nevin Manimala Statistics

Selective inference for fMRI cluster-wise analysis, issues, and recommendations for critical vector selection: A comment on Blain et al

Imaging Neurosci (Camb). 2024 Jun 24;2:imag-2-00198. doi: 10.1162/imag_a_00198. eCollection 2024.

ABSTRACT

Two permutation-based methods for simultaneous inference on the proportion of active voxels in cluster-wise brain imaging analysis have recently been published: Notip and pARI. Both rely on the definition of a critical vector of ordered p -values, chosen from a family of candidate vectors, but differ in how the family is defined: computed from randomization of external data for Notip and determined a priori for pARI. These procedures were compared to other proposals in the literature, but an extensive comparison between the two methods is missing due to their parallel publication. We provide such a comparison and find that pARI outperforms Notip if both methods are applied under their recommended settings. However, each method carries different advantages and drawbacks.

PMID:40800516 | PMC:PMC12272252 | DOI:10.1162/imag_a_00198

Categories
Nevin Manimala Statistics

Heritability and genetic contribution analysis of structural-functional coupling in human brain

Imaging Neurosci (Camb). 2024 Oct 30;2:imag-2-00346. doi: 10.1162/imag_a_00346. eCollection 2024.

ABSTRACT

The flow of functional connectivity (FC) is thought to be supported by white matter structural connectivity (SC). While research on the correlations between SC and FC (SC-FC coupling) has progressed, the genetic implications of SC-FC coupling have not been thoroughly examined. Traditionally, SC-FC coupling investigations utilize predefined atlases. Here, we adopted an atlas-free SC-FC coupling built on the high-resolution white surface (the interface of white matter and gray matter) to uncover common genetic variations. Leveraging data from the Human Connectome Project, we demonstrated considerable heritability in areas within the early and intermediate visual cortex and across dorsal-attention, language, and somatomotor functional networks. We detected 334 genetic loci (spanning 234 cytogenetic bands) linked to SC-FC coupling (P < 1.26 × 10-11), notably in cingulo-opercular, somatomotor, and default mode networks. Using an external dataset from the Adolescent Brain Cognitive Development study, we confirmed 187 cytogenetic bands associated with SC-FC coupling across 22 brain regions (P < 1 × 10-5). Genetic correlation analyses revealed high genetic interrelatedness for SC-FC coupling in neighboring regions. Furthermore, it showed genetic correlations with a spectrum of complex traits, encompassing various neurological and psychiatric conditions. In essence, our study paves the way towards deciphering the genetic interplay between structural and functional connectivity of the brain.

PMID:40800503 | PMC:PMC12290780 | DOI:10.1162/imag_a_00346

Categories
Nevin Manimala Statistics

DPABI harmonization: A toolbox for harmonizing multi-site brain imaging for big-data era

Imaging Neurosci (Camb). 2024 Dec 13;2:imag-2-00388. doi: 10.1162/imag_a_00388. eCollection 2024.

ABSTRACT

Pooling multi-site datasets is the dominant trend to expand sample sizes in neuroimaging field, thereby enhancing statistical power and reproducibility of research findings. Nevertheless, the heterogeneity derived from aggregating data from various imaging sites obstructs efficient inferences. Our recent study thoroughly assessed methods for harmonizing multi-site resting-state fMRI images, accelerating progress and providing initial application instructions. Despite this advancement, the removal of such site effects generally necessitates a certain level of programming expertise. In our effort to streamline the harmonization of site effects using advanced methodologies, we are pleased to introduce the DPABI Harmonization module. This versatile tool, allowing agnostic to specific analysis methods, integrates a range of techniques, including the state-of-the-art Subsampling Maximum-mean-distance Algorithms (SMA, recommended), ComBat/CovBat, linear models, and invariant conditional variational auto-encoder (ICVAE). It equips neuroscientists with an easy-to-use and transparent harmonization workflow, ensuring the feasibility of post-hoc analysis for multi-site studies.

PMID:40800502 | PMC:PMC12315742 | DOI:10.1162/imag_a_00388