Digital Force Research Articles

Social inequality and news media repertoires in seven MENA countries

Social inequality shapes peoples’ chances and strategies to keep informed about current affairs. We study citizens’ news media repertoires – individual patterns of combining selected news media – in a world region of extreme social inequality within and between countries: the Middle East and Northern Africa (MENA). We report a secondary analysis of a large-scale survey in seven MENA countries to develop news user typologies. We explore how digital forces shape news media repertoires to determine the influence of social inequality on the population’s information routines regarding current affairs, and investigate the diversity of the inhabitants’ media repertoires.

Multiindustry Group SEM Analysis for the Roles of Managerial Accountants in a New and Sustainable Episode

This study aims to investigate the roles and responsibilities of management accountants in Thailand, in a new and sustainable episode that has been disrupted by internal and external factors. Specifically, it also identifies the key factors that drive the changing roles of managerial accountants to be more innovative and business-strategy-oriented. Secondary data were employed in this study via the posted questionnaire to accountants who work in three industry sectors, namely manufacturing, retail and wholesale, and services. Multigroup structural equation modeling (multigroup SEM) was administered from the data. A sample set of 182 was gathered and used in the study’s analysis. 45% of the sample were accountants who worked in manufacturing, 22% in retail and wholesale, and 33% in service companies. The study proposed a structural equation modeling approach to determine key factors-digital technology force, leadership, digital technology readiness, digital technology competency, and attitude-that influence the changing roles of managerial accountants. The study finds that the factors that influenced the changing roles of managerial accountants differ from sector to sector. The digital technology force was found to have a weak influence on the changing roles of accountants, but moderately strong in retail and wholesale services. While the attitude of the accountants themselves was very strong to influence the changing roles, it was moderately strong for retail and wholesale, and rather weak for the services sector. Other factors-leadership, digital technology readiness, and digital technology competency-were found to have a mediating effect. Keywords: changing roles, managerial accountants, digital disruption, attitude, digital technology, sustainable

Force Decay Behavior of Orthodontic Elastomeric Chains in Simulated Oral Conditions.

Background Elastomeric chains are widely used for incisor retraction and space closure. However, the force they exert diminishes over time, and this makes it difficult to determine the actual force transmitted to the dentition. The force decay may also be affected by exposure to saliva, foods, beverages, and prophylactic agents. Objective To assess the force degradation of four commercially available orthodontic elastomeric chains (AlastiK, 3M; Generation II Power Chain, Ormco; Elastic Chain, Morelli; and Plastic Chain, American Orthodontics) over 28 days in simulated oral conditions using tooth movement and a prophylactic fluoride rinse regimen. Method A total of 80 chain samples, with 20 samples of each chain type having four loops each, were stretched to 25 mm on custom-fabricated acrylic resin jigs with provision for a space closure mechanism. The samples were divided equally into two groups: a control group, in which ten samples of each chain type were maintained in artificial saliva at 37°C, and a test group, in which ten samples of each chain type were maintained in artificial saliva at 37°C and additionally subjected to simulated tooth movement with jig closure of 0.25 mm/week and a twice-daily regimen of prophylactic fluoride rinse. Force decay was measured using a digital force gauge at the time of engagement on the jigs, at one hour, four hours, and at one, seven, 14, 21, and 28 days. Percentage force decay was calculated, and the results were subjected to one-way analysis of variance (ANOVA), post-hoc Tukey, post-hoc Bonferroni, and 't' test. Results Maximum force degradation was observed at one day for all four chain materials in both groups, followed by a steady force loss over 28 days, the difference being significant for all materials at various time intervals (p<0.05). No significant difference was observed between any material at any given time in the control group (p>0.05); however, significant differences were observed in the test group. Under simulated oral conditions, force decay was maximum for the Plastic Chain, American Orthodontics (67.9 ± 6.24%), and minimum for the Generation II Power Chain, Ormco (51.9 ± 9.78%) at the end of the test period. Conclusion Plastic Chain, American Orthodontics, and AlastiK, 3M chain, exhibited higher force decay when compared to Generation II Power Chain, Ormco, and Elastic Chain, Morelli. Simulated oral conditions significantly affected the force decay of elastomeric chains, and it may be desirable to change elastomeric chains at 14 days for optimum retraction force.

EFFECT OF SUBSTRATE AND WALKING SURFACES ON CENTRAL METATARSAL FOOT PAD WEIGHT LOADING IN MAGELLANIC PENGUINS (SPHENISCUS MAGELLANICUS) WITH AND WITHOUT PODODERMATITIS: AN EX VIVO STUDY.

Pododermatitis is common in penguins kept under human care. Substrate optimization plays an important role in prevention and treatment; however, there is limited information on biomechanical properties of commonly used substrates on penguin feet. The objectives were to test the ability of different substrates to decrease weight loading on the central metatarsal pad of penguin feet in an ex vivo model using feet with and without bumblefoot harvested from two Magellanic penguin (Spheniscus magellanicus) cadavers. Penguin feet were attached to a digital force gauge mounted onto a stand for compression testing at 2.5 and 5 kg. Forces at the central metatarsal pad were measured in triplicate using small force sensors. Tested substrates included five granular surfaces (sand, wet sand, pea gravel, wet pea gravel, and crushed ice), three compliant surfaces (short-leaf Astroturf, long-leaf Astroturf, and neoprene), and three firm surfaces (tile, rubber drainage mat, and 3M Safety-Walk Wet Area Matting). Data were analyzed using linear mixed models. There were multifaceted effects of applied pressures, substrate surfaces, and pododermatitis on central metatarsal measured pressures. In general, doubling compression forces resulted in higher measured pressures in all firm and compliant surfaces but not in granular surfaces. Firm surfaces were associated with higher recorded plantar pressures at 2.5 kg, but different significance groupings emerged at 5 kg with a high-, medium-, and low-pressure cluster of surfaces. Pododermatitis lesions resulted in significant alterations in statistical significance clustering among substrate surfaces and unique substrate behaviors. The results of this study could help in making recommendations pertaining to foot health for penguin exhibits.

The Association between Body Composition and the Parameters of Muscle Fitness in Selected Young Judokas

This study aimed to determine the influence of body composition on the muscle fitness of selected judokas. This study was conducted on a sample of 23 judokas (cadets n = 12, juniors n = 11), members of the male national team of Serbia. The assessment of body composition was performed using the InBody 720 (Biospace Co., Ltd., Seoul, Republic of Korea) and calipers. Muscle fitness was assessed using “Optojump” (Microgate, Bolzano, Italy), Fitrodine Premium (Fitronic, Bratislava, Slovakia), and a digital force instrument IMADA Z2H-1100 (Imada Inc., Northbrook, IL, USA). Regression analysis revealed a notable association between muscle mass and measures of explosive strength (countermovement jump (CMJ) p = 0.023; drop jump (DJ) p = 0.026). Moreover, this study’s results showed that back extension (p = 0.006; R2 = 0.61) and hand grip (p = 0.009; R2 = 0.52) provide a strong positive association with muscle mass. The findings suggest that tailored training and nutritional strategies that improve muscle mass might significantly enhance muscle fitness in young judokas, optimizing their performance.

Assessment of Vertical Force Generated with Single File Systems during Shaping of Constricted Root Canals.

This study aimed to evaluate the shaping force generated with OneShape (OS) and HyFlex EDM (HEDM) systems designed for single file shaping, in comparison with ProTaper Next (PTN). Maxillary premolar teeth received access cavity preparation and their canals were shaped with OS, HEDM, or PTN to size 25 according to manufacturer's instructions with consistent pressure on the files to give a gentle "in-and-out" movements of 2 mm amplitude. The canal shaping was completed with a total of three insertions. After each insertion, 1% NaOCl irrigation and recapitulation with K-file size 15 were performed. The vertical shaping force was measured using a force gauge (M5-20 Advanced Digital Force Gauge; Mark-10 Corporation, NY). The shaping time was analyzed by using a one-way analysis of variance (ANOVA) test and differences between the mean apical and coronal maximum force values were analyzed using the Kruskal-Wallis and Mann-Whitney U tests. The level of significance was set as 0.05. The magnitude of the vertical forces increased with successive advancements of the instruments within the canal. During canal shaping procedures in all groups, the apical and coronal maximum force values of the OS and HEDM ranged from 2.5 to 7.2 N and 1.3 to 2.9 N, respectively. PTN generated the lowest maximum apical forces during the second and third insertions (p < 0.05). HEDM generated significantly less maximum coronal forces than both OS and PTN during the first insertion while the use of OS was associated with the highest amount of force values in the second and third insertions (p < 0.05). In terms of shaping time, no significant differences were detected among the three tested systems (p = 0.606). The tested single file systems were associated with higher shaping forces in the apical direction that were significant in the second and third insertions.

Relationships between flexion strength and dexterity of the toes and physical performance.

Toe function is characterised by the strength and dexterity of toe motion. However, previous studies have mostly focused on the importance of toe strength. This study aimed to investigate the relationships between flexion strength and dexterity of the toes and physical performance. Twenty healthy participants were included in this study. The flexion force of each toe was measured using a digital force gauge, and the toe dexterity was evaluated using the marble pick-up and rock-paper-scissors tests. These parameters were statistically analysed in relation to physical performance, including repeated side step and balance ability, which was evaluated using centre of pressure (COP) data during single-leg standing, tiptoe standing, and single-leg drop-jumping. A significant correlation was found between the first toe flexion force and the total trajectory length of the COP during one-leg standing and between the time required for marble pick-up and the rock-paper-scissors score and the COP during single-leg drop-jumping. The results underscore the importance of flexion strength and dexterity of the toes in human physical performance and the necessity for the evaluation and improvement of both functions.

Evaluating the tightness of proximal contact between natural tooth and adjacent implant supported prosthesis.

The changes in interproximal contact between implant supported prosthesis (ISP) and adjacent natural tooth is of interest to dentists. Hence, we evaluated the tightness of proximal contact (PCT) between adjacent natural tooth and ISP by applying a digital force gauge spanning over a period of 1.5 year with a regular follow-up of 3, 6, and 12 months.80 patients who received ISP were included in this study. In order to measure the PCT, every patient seated in the identical upright position in the dentist chair. The digital force gauge was used to take measurements for mesial PCT and distal PCT. The mesial as well as distal interproximal contacts was more tight as in case of natural tooth adjacent to other natural tooth as compared to interproximal contacts between ISP and adjacent natural tooth. It was also observed that as the time progressed there was decrease in PCT values in both categories. After 12 month follow up 30.6% cases in category 2 while 21.2% cases in category 1 showed complete loss of interproximal contact. There is significant change in proximal contact tightness in interproximal area between implant supported prosthesis and adjacent natural tooth over a period of time and necessary measures should be taken to prevent or reduce it.

Dexterous manipulation: differential sensitivity of manipulation and grasp forces to task requirements.

How humans coordinate digit forces to perform dexterous manipulation is not well understood. This gap is due to the use of tasks devoid of dexterity requirements and/or the use of analytical techniques that cannot isolate the roles that digit forces play in preventing object slip and controlling object position and orientation (pose). In our recent work, we used a dexterous manipulation task and decomposed digit forces into FG, the internal force that prevents object slip, and FM, the force responsible for object pose control. Unlike FG, FM was modulated from object lift onset to hold, suggesting their different sensitivity to sensory feedback acquired during object lift. However, the extent to which FG and FM can be controlled independently remains to be determined. Importantly, how FG and FM change as a function of object property is mathematically indeterminate and therefore requires active modulation. To address this gap, we systematically changed either object mass or external torque. The FM normal component responsible for object orientation control was modulated to changes in object torque but not mass. In contrast, FG was distinctly modulated to changes in object mass and torque. These findings point to a differential sensitivity of FG and FM to task requirements and provide novel insights into the neural control of dexterous manipulation. Importantly, our results indicate that the proposed digit force decomposition has the potential to capture important differences in how sensory inputs are processed and integrated to simultaneously ensure grasp stability and dexterous object pose control.NEW & NOTEWORTHY Successful dexterous object manipulation requires simultaneous prevention of object slip and object pose control. How these two task goals are attained can be investigated by decomposing digit forces into grasp and manipulation forces, respectively. We found that these forces were characterized by differential sensitivity to changes in object properties (mass and torque). This finding suggests the involvement of distinct sensorimotor mechanisms that, combined, simultaneously ensure grasp stability and dexterous control of object pose.

Comparison of the Conjunct Effects of Electrical Stimulation and Whole-Body Vibration Therapy with Transcranial Direct Current Stimulation and Whole-body Vibration Therapy on Balance and Function in Children With Spastic Cerebral Palsy.

Cerebral palsy is a neurodevelopmental condition that results in impaired movement and posture, often accompanied by disturbances in balance and functional abilities. Recent advances in neurorehabilitation, including whole-body vibration therapy (WBVT), functional electrical stimulation, and transcranial direct current stimulation, show promise in enhancing traditional interventions and fostering neuroplasticity. However, the efficacy of their conjunct effects remains largely uncharted territory and warrants further exploration. The objective of the study was to compare the conjunct effects of functional electrical stimulation (FES) and WBVT with transcranial direct current stimulation (tDCS) and WBVT on lower extremity range of motion (ROM), dynamic balance, functional mobility, isometric muscle strength and hand grip strength in children with spastic cerebral palsy. A randomized clinical trial was carried out on 42 children of both genders with spastic cerebral palsy, aged 5-15 years. The childrenwere dividedat random into three groups (14 in each group).In Group A, there were three (21.42%) males and 11 (78.57%) females, in Group B, eight (57.14%) were males and six (42.85%) were females, and in Group C, six (42.85%) children were males and eight (57.14%) were females. Group A received WBVT only, Group B received WBVT and FES, and Group C received WBVT and tDCS. The intervention was applied four times a week for four consecutive weeks. The data was collected two times before and immediatelyafter four weeks of intervention. Lower extremity ROM was measured by a goniometer, functional mobility or dynamic balance was measured by a Time Up and Go test, isometric muscle strength was measured by a digital force gauge, and hand grip strength was assessed by a digital hand-held dynamometer. IBM SPSS Statistics for Windows, Version 27.0 (Released 2020; IBM Corp., Armonk, New York, United States) was utilized for statistical analysis. The mean age of the children in groups A, B, and C was 12.21±2.11 years, 11.71±2.01, and 11.07±2.01 years respectively. Intergroup analysis revealed a statistically significant difference (p<0.05) in the lower extremity range of motion, and functional mobility. Hand grip strength and isometric muscle strength between three groups. Post hoc analysis revealed that WBVT with transcranial direct current stimulation combined showed the most improvement. The study concluded that positive effects were seen in all three groups but tDCS with WBVT was found to be most effective in improving lower extremity ROM, functional mobility or dynamic balance, isometric muscle strength, and hand grip strength in children with spastic CP. The differences between the groups were statistically significant. The effect size was substantial enough to surpass established clinical benchmarks, indicating that the observed improvements are likely to have meaningful and beneficial impacts on patient outcomes.

Effect of using a kinetic wedge during the hallux dorsiflexion resistance test in asymptomatic individuals

BackgroundThe hallux dorsiflexion resistance test is a frequently employed clinical maneuver for assessing the initiation of the windlass mechanism This maneuver involves dorsiflexion of the phalanx of the hallux, thereby evaluating plantarflexion of the first metatarsal, elevation of the medial longitudinal arch, and supination of the rearfoot. The windlass mechanism plays a crucial role in gait, and orthopedic devices, such as a kinetic wedge, which aims to facilitate its activation by increasing the hallux dorsiflexion. Although it is believed that facilitating the windlass mechanism with the kinetic wedge should be directly correlated with a decrease in hallux dorsiflexion resistance, its effects have yet to be characterized. Thus, this study aimed to determine the influence of a kinetic wedge on hallux dorsiflexion resistance in asymptomatic individuals.MethodsThe sample comprised thirty participants (14 women and 16 men). A digital force gauge measured the force required to perform the hallux dorsiflexion resistance test during two conditions: barefoot and with a kinetic wedge. The Wilcoxon signed-rank test was used to compare the hallux dorsiflexion resistance between conditions.ResultsA statistically significant reduction in force (10.54 ± 3.16N vs. 19.62 ± 5.18N, p < 0.001) was observed when using the kinetic wedge compared to the barefoot condition during the hallux dorsiflexion resistance test.ConclusionThe use of a kinetic wedge reduces the required force for performing the passive hallux dorsiflexion resistance test in asymptomatic individuals. Future studies should determine to what extent the kinetic wedge can attenuate the required force to dorsiflex the hallux in individuals with musculoskeletal disorders such as plantar fasciopathy and functional hallux limitus.

The relationship between the force applied and perceived by the surgeon during ureteral access sheath placement: ex-vivo experimental model

PurposeTo define a peak force of insertion (PFOI) threshold for ureteral damage during ureteral access sheath (UAS) placement on an experimental ureteral orifice model.MethodsA specially designed water tank using 2 laparoscopic 5 mm ports and 2 different size (10 Fr and 8 Fr) sealing cap adaptors (SCA) as ureteral orifices was used to perform the test. A 10–12 Fr UAS was fixed to a load cell and the force of insertion (FOI) was continuously recorded with a digital force gauge.13 experts in the field of endourology who participated performed 3 UAS insertions. The FOI was recorded initially with 10 Fr followed by 8 Fr SCA. On the final insertion, the orifice was obstructed, leaving a 5 cm length to insert the UAS. The experts were asked to “Stop at the point they anticipate ureteral damage, and they would not proceed in real life”.ResultsUsing 10 Fr SCA the PFOI was 2.12 ± 0.58 Newton (N) (range:1.48–3.48) while 8 Fr SCA showed a PFOI 5.76 ± 0.96 N (range:4.05–7.35). Six of the experts, said they would stop proceeding when they reached above 5.1 N. Three experts had PFOI < 5.1 N and the other 4 stated they would go with PFOIs of 5.88, 6.16, 6.69 and 7.35 N when using SCA of 8 Fr.The highest load they would stop proceeding had a PFOI of 6.09 ± 1.87 N (range: 2.53–10.74).ConclusionThe PFOI threshold for ureteral damage inserting UAS of the experts is variable. Although FOI is a subjective perception, experience suggests that ureteral injury may occur at an average of 6.05 N perceived by surgeons’ tactile feedback. In-vivo measurement of UAS PFOI may confirm a threshold.

Hanges in force generation by two-finger striking methods: An experimental study

Purpose: Acute sagittal injury in boxer’s knuckle causes extensor tendon subluxation. We analyzed anatomical measurements for posture-related hand parts and measured the force generated when striking the fingers.Methods: In 120 healthy adults (55 males, 65 females), the palm area, finger length, finger length, finger circumference, and wrist circumference were measured. Using a digital force gauge, the force generated by striking with finger flexion (FFF) performed by the middle finger was measured. The forces generated during extension flicking (FEFs) by the index and ring fingers were also measured. The forces exerted by the hand and fingers was measured using a grip force meter. The relationships of measured values with sex and age were statistically analyzed.Results: The FFF of the middle finger was 12.9±7.0 N, and the FEFs of the index and ring fingers were 6.8±2.5 N and 5.8±2.3 N, respectively. The grip force was 343.3±134.7 N in the four fingers excluding the thumb, 108.4±41.6 N in the index finger, 110.5±45.4 N in the middle finger, and 83.6±36.5 N in the ring finger. Males had higher FFF for the middle finger (17.9±6.6 N) than females (8.6±3.9 N) (p&lt;0.001), and greater FEFs for the index (8.5±2.0 N) and ring fingers (7.1±2.2 N) compared to females (5.3±1.7 N and 4.7±.8 N, respectively) (p&lt;0.001). Cross-analysis results showed differences by sex and age. The circumference of the index finger exceeded that of the ring finger.Conclusion: The study findings shed light on the relationship between the forces generated in the process of finger flicking.

NAVIGATING THE FUTURE: INTEGRATING AI AND MACHINE LEARNING IN HR PRACTICES FOR A DIGITAL WORKFORCE

As organizations navigate the complexities of the digital age, the role of Human Resources (HR) is evolving to meet the demands of a digital workforce. This review explores the integration of Artificial Intelligence (AI) and Machine Learning (ML) in HR practices to enhance efficiency, effectiveness, and employee satisfaction in the digital era. AI and ML technologies offer HR departments the opportunity to streamline operations, improve decision-making processes, and enhance employee experiences. By leveraging AI and ML, HR professionals can automate routine tasks such as recruitment, onboarding, training, and performance evaluation, allowing them to focus on more strategic initiatives that drive organizational success. One of the key advantages of integrating AI and ML in HR practices is the ability to personalize employee experiences. These technologies can analyze large volumes of data to identify patterns and trends, enabling HR professionals to tailor programs and policies to meet the unique needs of individual employees. This personalization can lead to higher levels of employee engagement, satisfaction, and retention. Furthermore, AI and ML can help HR departments make more informed decisions by providing data-driven insights. These technologies can analyze employee data to identify areas for improvement, predict future trends, and develop strategies to address challenges proactively. By leveraging these insights, HR professionals can make strategic decisions that align with the organization's goals and objectives. However, integrating AI and ML in HR practices also presents challenges, such as data privacy concerns, ethical considerations, and the need for upskilling HR professionals to use these technologies effectively. Organizations must address these challenges to realize the full potential of AI and ML in HR practices. In conclusion, integrating AI and ML in HR practices offers organizations the opportunity to enhance efficiency, effectiveness, and employee satisfaction in the digital age. By leveraging these technologies, HR departments can streamline operations, personalize employee experiences, and make more informed decisions that drive organizational success. As organizations increasingly turn to digital solutions, the role of artificial intelligence (AI) and machine learning (ML) in Human Resources becomes pivotal. This paper will focus on how AI and ML are being integrated into HR functions such as recruitment, onboarding, and employee engagement. It will also discuss the ethical implications and the challenges of maintaining human touch in an increasingly automated workplace. Case studies of companies leading in digital HR practices will be highlighted to provide real-world insights. Keywords: Digital Force, HR Practices, AI, Machine Learning, Future.

Institutional entrepreneurship and digital transformation: The role of outsider CEOs

The widespread diffusion of digital technologies forces incumbent firms to drive their digital transformation. Digital transformation not only involves a change in strategy but also requires new institutional logics for firms helping to operate in digital business environments. Firms increasingly hire outsider CEOs to cope with this development, but the necessary institutional change questions whether outsider CEOs can indeed realize digital transformation. We draw on the institutional entrepreneurship perspective to make sense of the role of outsider CEOs in digital transformation. We theorize that digital transformation awareness stemming from prior experience with digital transformation enables outsider CEOs to act as institutional entrepreneurs and realize digital transformation. We further argue that outsider CEOs with digital transformation awareness particularly benefit firms facing abrupt rather than accumulative digital transformations. To test our hypotheses, we introduce a novel, machine-learning-based digital transformation measure. Panel data regressions provide support for our predictions. Our findings contribute to a more nuanced understanding of the role of outsider CEOs as change agents.

The current state of digital cytology and artificial intelligence (AI): global survey results from the American Society of Cytopathology Digital Cytology Task Force

The integration of whole slide imaging (WSI) and artificial intelligence (AI) with digital cytology has been growing gradually. Therefore, there is a need to evaluate the current state of digital cytology. This study aimed to determine the current landscape of digital cytology via a survey conducted as part of the American Society of Cytopathology (ASC) Digital Cytology White Paper Task Force. A survey with 43 questions pertaining to the current practices and experiences of WSI and AI in both surgical pathology and cytology was created. The survey was sent to members of the ASC, the International Academy of Cytology (IAC), and the Papanicolaou Society of Cytopathology (PSC). Responses were recorded and analyzed. In total, 327 individuals participated in the survey, spanning a diverse array of practice settings, roles, and experiences around the globe. The majority of responses indicated there was routine scanning of surgical pathology slides (n = 134; 61%) with fewer respondents scanning cytology slides (n = 150; 46%). The primary challenge for surgical WSI is the need for faster scanning and cost minimization, whereas image quality is the top issue for cytology WSI. AI tools are not widely utilized, with only 16% of participants using AI for surgical pathology samples and 13% for cytology practice. Utilization of digital pathology is limited in cytology laboratories as compared to surgical pathology. However, as more laboratories are willing to implement digital cytology in the near future, the establishment of practical clinical guidelines is needed.

An early force prediction control scheme using multimodal sensing of electromyography and digit force signals

Different grasping gestures result in the change of muscular activity of the forearm muscles. Similarly, the muscular activity changes with a change in grip force while grasping the object. This change in muscular activity, measured by a technique called Electromyography (EMG) is used in the upper limb bionic devices to select the grasping gesture. Previous research studies have shown gesture classification using pattern recognition control schemes. However, the use of EMG signals for force manipulation is less focused, especially during precision grasping.In this study, an early predictive control scheme is designed for the efficient determination of grip force using EMG signals from forearm muscles and digit force signals. The optimal pattern recognition (PR) control schemes are investigated using three different inputs of two signals: EMG signals, digit force signals and a combination of EMG and digit force signals. The features extracted from EMG signals included Slope Sign Change, Willison Amplitude, Auto Regressive Coefficient and Waveform Length. The classifiers used to predict force levels are Random Forest, Gradient Boosting, Linear Discriminant Analysis, Support Vector Machines, k-nearest Neighbors and Decision Tree. The two-fold objectives of early prediction and high classification accuracy of grip force level were obtained using EMG signals and digit force signals as inputs and Random Forest as a classifier. The earliest prediction was possible at 1000 ms from the onset of the gripping of the object with a mean classification accuracy of 90 % for different grasping gestures.Using this approach to study, an early prediction will result in the determination of force level before the object is lifted from the surface. This approach will also result in better biomimetic regulation of the grip force during precision grasp, especially for a population facing vision deficiency.

Ophthalmologists’ assessment of the handling characteristics of the novel Finesse Reflex Handle in comparison to those of a conventional handle

Internal limiting membrane (ILM) peeling requires a delicate handling technique. It is also important that ophthalmologists can use the ILM forceps handle of their preference. This study objectively and subjectively evaluated the handling of the novel Finesse Reflex Handle (Reflex) in comparison with that of a conventional handle. The force required to close the forceps tips, evaluated using a digital force gauge, was significantly lesser for Reflex than for the conventional handle (3.14 ± 0.09 N vs. 3.84 ± 0.06 N, P < 0.001). Twenty-one ophthalmologists with various levels of experience answered a questionnaire after using both handles, and the total questionnaire score for Reflex was higher than that for the conventional handle (35.0 ± 3.7 vs. 30.0 ± 6.9, P = 0.01). Furthermore, the duration of experience as an ophthalmologist was negatively correlated with the vertical motion, assessed by video analysis, for the conventional handle (P = 0.02, r = − 0.50) but not for Reflex (P = 0.26). In conclusion, objective and subjective analyses revealed that compared with the conventional handle, the novel Reflex handle had more favourable handling characteristics. Most ophthalmologists preferred the handling of Reflex. Reflex may compensate for a lack of surgical experience.

How couples meet and assortative mating in Canada

AbstractObjectiveThis study examines, for the first time in Canada, the relationship between how different‐sex couples meet and assortative mating on education, race, nativity, and age.BackgroundExtending research on how the likelihood of heterogamy differed between offline and online dating, this study disentangles the implications of institutional and third‐person influences from those of online dating for configuring the patterns of heterogamy and gender asymmetry in assortative mating.MethodData from a 2018 national survey are analyzed using (multinomial) logit models.ResultsEducational heterogamy and nativity heterogamy are higher, but age heterogamy appears lower, in online than offline dating. Next, specific channels of offline dating—formal institutions, social ties, and other channels—are distinguished and compared with online dating. Online dating tends to entail higher educational and nativity heterogamy (vs. meeting through formal institutions), higher racial and nativity heterogamy but lower age heterogamy (vs. meeting through social ties), and higher educational heterogamy (vs. meeting through other offline channels). Further considering gender asymmetry shows that online dating is associated with higher educational hypergyny (more‐educated man, less‐educated woman) than meeting through other offline channels; higher nativity hypogyny (immigrant man, native‐born woman) than meeting offline (overall, formal institutions, social ties); and lower age hypergyny (older man, younger woman) than meeting offline through social ties.ConclusionThe findings help untangle the roles of institutional, social, and digital forces in shaping assortative mating. They illustrate the importance of leveraging theoretically informed comparisons to understand how online and offline dating configures assortative mating and its gender‐asymmetric patterns.

Biomechanical Effect on Jack's Test on Barefoot Position, Regular Socks, and Biomechanics Socks.

The research involved a sample size of 30 subjects (14 men and 16 women), and Jack's test was conducted using a digital force gauge and a lever system. Three conditions were measured, barefoot, with a regular sock, and with the biomechanical socks. Statistically significant differences were observed when using biomechanical socks with orthopedic corrections during Jack's test, as measured with the digital force gauge (13.33 N ± 3.54, p < 0.001). The utilization of biomechanical socks with a kinetic wedge, reinforced mesh in the medial longitudinal arch, and padding in the heel area results in a reduction of the force required, measured in newtons, to perform dorsal flexion of the first metatarsophalangeal joint (MTPJ) during Jack's test compared to being barefoot or wearing regular socks.