Effects of instructional video and community radio broadcasting interventions to improve knowledge and behavior of antibiotic use in the COVID-19 era.

BACKGROUND: Antibiotic overuse is a serious health issue. It has been demonstrated that improper antibiotic use is linked to a lack of knowledge in the public. To encourage judicious antibiotic use in the COVID-19 ERA, it is critical to provide accessible and secure therapies. OBJECTIVES: This study aimed to assess the effects of instructional video and community radio broadcasting interventions on knowledge and behavior of antibiotic use. METHODS: Adults over the age of 20 were enrolled in a quasi-experimental study. A total of 369 representatives were divided into two groups: 185 participants in the control group and 184 participants in the intervention group. Data were collected twice, before and after the educational program by community health workers. Both descriptive and inferential statistics were used to analyze the data. RESULTS: The participants' average age was 56.4 ± 0.6 years. Most of the respondents were female (264, 71.5%) and had only received an elementary education (186, 50.4%). A mean difference score was produced for the control and intervention groups. Both groups experienced a statistically significant gain in mean difference score of knowledge following the educational program (3.42 ± 4.18, [95% CI 2.81-4.02] vs 5.42 ± 4.97, [95% CI 4.69-6.14]) (P < 0.001). A mean difference score was produced with behavior (1.78 ± 3.45, [95% CI 1.28-2.28] vs 2.77 ± 3.06, [95% CI 2.28-3.27]) (P < 0.001). A mean difference in knowledge score between the groups was greater, with the intervention group scoring higher; all significant variables were controlled by multivariable regression analysis (1.31 [95% CI 0.53-2.09]) (P = 0.001). Similarly, a mean difference behavior score (1.34 [95% CI 0.82-1.86]) (P < 0.001). CONCLUSION: The integration of an educational poster, instructional video, and community radio broadcasting interventions about antibiotic use through CHWs in local communities is beneficial. This program should be implemented at the national level to promote rational drug use. Future studies should investigate how the educational program affects antibiotic use rates in the long term.

Tropicalizing the Portable Radio: Electronics and the U.S. Military's Battle against Fungi in the Pacific War.

As the U.S. military became embroiled in "jungle warfare" across the Pacific during World War II, it was caught off guard by the rapid deterioration of materials and equipment in the tropics, where the air was hot, humid, and teeming with fungal spores. This article tells the story of how American scientists and engineers understood the "tropical deterioration" of portable radios and electronics and developed techniques to counteract it. Examining scientific efforts to prevent tropical decay reveals how exposure to tropical conditions during World War II shaped the development of portable electronics. Contributing to envirotech history and environmental media studies, this article uncovers the importance of climate proofing to the history of electronics miniaturization. Tropical deterioration, furthermore, provides a technology-focused lens for enriching our historical understanding of the tropics as an environmental imaginary.

Modulation Recognition of Communication Signals Based on Multimodal Feature Fusion.

Modulation recognition is the indispensable part of signal interception analysis, which has always been the research hotspot in the field of radio communication. With the increasing complexity of the electromagnetic spectrum environment, interference in signal propagation becomes more and more serious. This paper proposes a modulation recognition scheme based on multimodal feature fusion, which attempts to improve the performance of modulation recognition under different channels. Firstly, different time- and frequency-domain features are extracted as the network input in the signal preprocessing stage. The residual shrinkage building unit with channel-wise thresholds (RSBU-CW) was used to construct deep convolutional neural networks to extract spatial features, which interact with time features extracted by LSTM in pairs to increase the diversity of the features. Finally, the PNN model was adapted to make the features extracted from the network cross-fused to enhance the complementarity between features. The simulation results indicated that the proposed scheme has better recognition performance than the existing feature fusion schemes, and it can also achieve good recognition performance in multipath fading channels. The test results of the public dataset, RadioML2018.01A, showed that recognition accuracy exceeds 95% when the signal-to-noise ratio (SNR) reaches 8dB.

Text messages by wireless mesh network vs voice by two-way radio in disaster simulations: A crossover randomized-controlled trial.

BACKGROUND: Communication failures secondary to damaged infrastructure have caused difficulties in coordinating disaster responses. Two-way radios commonly serve as backup communication for hospitals. However, text messaging has become widely adopted in daily life and new technologies such as wireless mesh network (WMN) devices allow for text messaging independent of cellular towers, Wi-Fi networks, and electrical grids. OBJECTIVE: To examine the accuracy of communication using text-based messaging transmitted over WMN devices (TEXT-WMN) compared to voice transmitted over two-way radios (VOICE-TWR) in disaster simulations. Secondary outcomes were patient triage accuracy, perceived workload, and device preference. METHODS: 2 × 2 Latin square crossover design: 2 simulations (each involving 15 min of simulated hospital-wide disaster communication) by 2 modalities (TEXT-WMN and VOICE-TWR). Physicians were randomized to one of two sequences: VOICE-TWR first and TEXT-WMN second; or TEXT-WMN first and VOICE-TWR second. Analyses were conducted using linear mixed effects modeling. RESULTS: On average, communication accuracy significantly improved with TEXT-WMN compared to VOICE-TWR. Communication accuracy also significantly improved, on average, during the second simulation compared to the first. There was no significant change in triage accuracy with either TEXT-WMN or VOICE-TWR; however, triage accuracy significantly improved, on average, during the second simulation compared to the first. On average, perceived workload was significantly lower with TEXT-WMN compared to VOICE-TWR, and was also significantly lower during the second simulation compared to the first. Most participants preferred TEXT-WMN to VOICE-TWR. CONCLUSION: TEXT-WMN technology may be more effective and less burdensome than VOICE-TWR in facilitating accurate communication during disasters.

Automated generation of decision-tree models for the economic assessment of interventions for rare diseases using the RaDiOS ontology.

OBJECTIVE: The development of decision models to assess interventions for rare diseases require huge efforts from research groups, especially regarding collecting and synthesizing the knowledge to parameterize the model. This article presents a method to reuse the knowledge collected in an ontology to automatically generate decision tree models for different contexts and interventions. MATERIAL AND METHODS: We updated the reference ontology (RaDiOS) to include more knowledge required to generate a model. We implemented a transformation tool (RaDiOS-MTT) that uses the knowledge stored in RaDiOS to automatically generate decision trees for the economic assessment of interventions on rare diseases. RESULTS: We used a case study to illustrate the potential of the tool, and automatically generate a decision tree that reproduces an actual study on newborn screening for profound biotinidase deficiency. CONCLUSIONS: RaDiOS-MTT allows research groups to reuse the evidence collected, and thus speeding up the development of health economics assessments for interventions on rare diseases.

Effects of hearing loss and language proficiency on speech intelligibility over radio transmission with tactical communication devices.

Objective: Study the effects of hearing loss and language proficiency in a speech task over radio transmission.Design: Four TCAPS device conditions (2 models × 2 talk-through modes) were investigated with the Modified Rhyme Test (MRT) conducted in talker-listener pairs immersed in 85-dBA noise. Speech quality ratings and preferred radio volume levels were also collected.Study sample: Thirty-six participants divided into three groups (control, non-fluent, hearing-impaired) took part in the experiment. Participants acted as talkers and listeners when paired with a unique standard individual (fluent and normal hearing) of the same gender.Results: MRT scores were significantly lower in many device conditions when the non-fluent group of participants acted as listeners and talkers and when the hearing-impaired participants acted as listeners, compared to the control group. MRT results were also consistently poorer with one device configured for bone-conducted voice pick-up in the occluded ear compared to another one equipped with an external mouth microphone. Talk-through settings had little effect. MRT results were reflected in the subjective quality ratings. Participants with hearing loss used higher radio volume levels.Conclusions: Language proficiency, hearing loss and method of sensing the talker's voice are key issues to consider with TCAPS devices.

Use of TETRA personal radios and sickness absence in the Airwave Health Monitoring Study of the British police forces.

BACKGROUND: Terrestrial Trunked Radio (TETRA) is used for radiocommunications among the British police forces. OBJECTIVES: To investigate association of personal radio use and sickness absence among police officers and staff from the Airwave Health Monitoring Study. METHODS: Participant-level sickness absence records for 26 forces were linked with personal radio use for 32,102 participants. We used multivariable logistic regression to analyse TETRA usage in year prior to enrolment and sickness absence (lasting more than 7 or 28 consecutive days) in the following year and a zero-inflated negative binomial model for analyses of number of sickness absence episodes of any duration ('spells') over the same period. In secondary analyses, we looked at an extended period of observation among a sub-cohort with linked data over time, using Cox proportional hazards regression. RESULTS: Median personal radio use (year prior to enrolment) was 29.7 min per month (interquartile range 7.5, 64.7) among users. In the year following enrolment there were 25,655 sickness absence spells among 15,248 participants. There were similar risks of sickness absence lasting more than seven days among users and non-users, although among users risk was higher with greater use, odds ratio = 1.04 (95% confidence interval [CI] 1.02 to 1.06) per doubling of radio use. There was no association for sickness absence of more than 28 days. For sickness absence spells, risk was lower among users than non-users (incidence rate ratio = 0.91; 95% CI 0.75 to 1.11), again with higher risk among users for greater radio use. There was no association between radio use and sickness absence in secondary analyses. DISCUSSION: There were similar or lower risks of sickness absence in TETRA radio users compared with non-users. Among users, the higher risk of sickness absence with greater radio use may reflect working pattern differences among police personnel rather than effects of radiofrequency exposure.

The Role of Health Literacy in Family Planning Use among Senegalese Women.

Health communication has contributed to an increase in family planning use through education and mass media as a means to increase health literacy. In this research, we investigate health literacy as an auxiliary component of health communication. We test the validity of the Health Literacy Skills Framework by examining the correlation of health literacy indicators to family planning use among Senegalese women in the 2014 Demographic Health Survey. We found that increased family planning use was most strongly associated with hearing family planning messages through television and radio. Other health literacy indicators, including access to printed family planning messaging, textual literacy, and knowledge of ovulatory cycles did not strengthen family planning use, even when performing a subgroup analysis of women who could read. The implications are that the Health Literacy Skills framework can measure health literacy's ability (assessed through proxy indicators of health literacy) to predict modern family planning use among Senegalese women and that audio and visual health literacy measures are most strongly associated with increased family planning use.

The Use of Traditional Media for Public Communication about Medicines: A Systematic Review of Characteristics and Outcomes.

A systematic review was conducted to identify, appraise, and synthesize data from original research investigating the use of traditional media for public communication about medicines. Databases were searched for studies conducting quantitative or qualitative analyses between the years 2007 and 2017. Data extraction and assessment of the quality of the resulting studies was conducted by one reviewer and checked for accuracy by a second reviewer. A total of 57 studies met the inclusion criteria. Studies were grouped as follows: "newspapers and other print media" (n = 42), "television" (n = 9), and "radio and a combination of media" (n = 6). Content analysis (n = 34) was the most frequent research design, followed by surveys or interviews (n = 14) and randomized controlled trials (RCTs) (n = 9). Advertising, public awareness, and health administration were the most common themes, and the medicines most analyzed were vaccines, particularly human papillomavirus (HPV) and influenza. Studies conducted in the United States were the most frequent, followed by other high-income countries such as Canada and the United Kingdom. The lack of consistent studies of the effects of media campaigns stresses the importance of the use of standardized research methodologies. Theoretical and practical implications of the findings for further research are discussed.

Cognitive Load and Situation Awareness for Soldiers: Effects of Message Presentation Rate and Sensory Modality.

OBJECTIVE: We sought to determine the influence of message presentation rate (MPR) and sensory modality on soldier cognitive load. BACKGROUND: Soldiers commonly communicate tactical information by radio. The Canadian Army is equipping soldiers with a battle management system (BMS), which also allows them to communicate by text. METHOD: We varied presentation modality (auditory vs. visual) and MPR (fast or slow) in an experiment involving a tactical scenario. Participants (soldiers) received messages and periodically provided situation reports to higher level command, and the scored reports were used to provide a measure of situation awareness (SA). The detection response task (DRT) and NASA-TLX were used to measure cognitive load. RESULTS: The fast MPR reduced DRT accuracy and increased response times relative to slow MPR. The NASA-TLX results also showed higher subjective workload ratings for several subscales with fast MPR. Messages presented visually produced greater cognitive load, with slower DRT response times for the visual than the auditory condition. SA scores were higher with slower MPR and auditory presentation. There was no statistical interaction of presentation modality and rate for any measure. CONCLUSION: Fast MPR and visual presentation increased cognitive load and degraded SA. APPLICATION: These findings show that the DRT can be used to measure workload effectively in a tactical military context and that the method of information presentation affects how soldiers process information in a BMS.

Providing Health Education to Mixtec Farmworkers in California via Workshops and Radio: A Feasibility Study.

Originating from one of the poorest areas in Mexico, Mixtecs are one of the largest indigenous groups of workers in California. Providing health education to this group is challenging because many do not speak English or Spanish, and indigenous languages are mainly oral, not written. We explored the feasibility of conveying health information through the radio and in promotora-led workshops. The study included an evaluation of the workshops through surveys before the workshop and 4 to 6 months later in a subsample of 96 indigenous women. The number of radio listeners averaged more than 2,000 per month, and 500 community members attended a workshop. Among women who completed pre- and postworkshop assessments (N = 75), there was a statistically significant increase in knowledge of how to get a wellness visit, where to get a free mammogram, and mammography screening guidelines. Women who ever had a mammogram or wellness visit at baseline were significantly more likely to report receipt of this service during the follow-up period than women who never had this service. Educational workshops and radio are promising and culturally appropriate strategies to provide health information in this community. However, many women need additional assistance to navigate access to health care.

Application of Digital Radio Mondiale System in Medical Signal Transmission.

In order to study the application of digital radio mondiale (DRM) broadcasting system in medical signal transmission, taking sinusoidal signal as an example, the transmission format is designed, and the data transmission function of the system channel is verified and applied to the transmission of medical information. Taking the traditional electrocardiogram signal and magnetic resonance image as examples, the two kinds of medical information are successfully transmitted according to the appropriate transmission format. As the simplest and easiest to deploy communication mode, the system will provide the fastest and timeliest information and emergency communication function for disaster relief and rescue, which is a practical and valuable application.

Distracting and risky behaviours while cycling: a comparison of group and non-group riders in Western Australia.

BACKGROUND: Use of mobile phones and portable audio equipment and alcohol are known to negatively affect cycling ability. Evidence suggests that cyclists may be less likely to engage in these behaviours while riding in a group; however, it is unknown whether group riders are also at reduced risk when participating in non-group riding. OBJECTIVE: To examine the association between group riding participation and the use of mobile phones and portable audio equipment and alcohol while non-group riding in Perth, Western Australia. METHODS: A cross-sectional analysis of an online questionnaire was undertaken. Group and exclusive non-group riders were compared and separate binary logistic regression models were used to examine the association between group riding participation and the use of mobile phones and portable audio equipment and alcohol while non-group riding, controlling for gender, age, education and frequency of non-group riding. RESULTS: Participants included 365 cyclists: 187 exclusive non-group riders (51.2%) and 178 group riders (48.8%). Group riders were less likely to have possibly cycled while over the legal blood alcohol limit in the past 12 months (OR: 0.56, 95% CI 0.34 to 0.92) and were less likely to ever use portable audio equipment (OR: 0.57, 95% CI 0.34 to 0.94) than exclusive non-group riders, while participating in non-group riding. Group riding status was not associated with mobile phone use. CONCLUSIONS: This study provides early evidence that there may be differences between group and non-group riders that impact on their safety behaviours while participating in non-group riding.

Is popular radio a source of exposure to alcohol references in mid to later life? A content analysis.

Background: There is concern around alcohol consumption in mid to later life yet little understanding about what influences this behaviour. No previous research has explored the extent to which adults in mid to later life may be exposed to alcohol references in the media. This project aimed to determine the frequency of alcohol references on radio stations with a high proportion of listeners in mid to later life. Methods: Content analysis of alcohol references on four popular UK music-based radio stations with a high proportion of listeners aged 55-64 years over three time points. Results: Alcohol references occur frequently, but vary by time of year and type of radio station. When alcohol is mentioned its consumption is portrayed as the norm, without negative consequences. On three commercial stations, the majority of mentions came from advertising, whereas on BBC Radio 2 nearly all references were talk-based. All adverts for direct promotion of alcohol were by supermarkets. Alcohol was frequently associated with celebrations, socializing or something to consume for its own sake. Conclusions: Adults in the age group 55-64 may be exposed to references to alcohol that could serve to reinforce norms of consumption of alcohol and promote purchases of cheap alcohol.

Adequacy of public health communications on H7N9 and MERS in Singapore: insights from a community based cross-sectional study.

BACKGROUND: Singapore remains vulnerable to worldwide epidemics due to high air traffic with other countries This study aims to measure the public's awareness of the Middle East Respiratory Syndrome (MERS) and Avian Influenza A (H7N9), identify population groups who are uninformed or misinformed about the diseases, understand their choice of outbreak information source, and assess the effectiveness of communication channels in Singapore. METHODS: A cross-sectional study, comprising of face-to-face interviews, was conducted between June and December 2013 to assess the public's awareness and knowledge of MERS and H7N9, including their choice of information source. Respondents were randomly selected and recruited from 3 existing cohort studies. An opportunistic sampling approach was also used to recruit new participants or members in the same household through referrals from existing participants. RESULTS: Out of 2969 participants, 53.2% and 79.4% were not aware of H7N9 and MERS respectively. Participants who were older and better educated were most likely to hear about the diseases. The mean total knowledge score was 9.2 (S.D ± 2.3) out of 20, and 5.9 (S.D ± 1.2) out of 10 for H7N9 and MERS respectively. Participants who were Chinese, more educated and older had better knowledge of the diseases. Television and radio were the primary sources of outbreak information regardless of socio-demographic factors. CONCLUSION: Heightening education of infectious outbreaks through appropriate media to the young and less educated could increase awareness.

Understanding your body matters: Effects of an entertainment-education serial radio drama on fertility awareness in Rwanda.

Given widespread misunderstanding of pregnancy risk, awareness of one's fertility has the potential to influence sexual and reproductive health behaviors. This mixed-methods study examined the impact of a serial radio drama in Rwanda, Impano n'Impamba, on fertility awareness and other factors related to family planning uptake by comparing listeners and non-listeners in a nationally representative household survey (n = 1477) and analyzing in-depth interviews with 32 listeners. Listeners had higher fertility awareness than non-listeners for key concepts, including the menstrual cycle, onset of fertility, and postpartum pregnancy risk. Qualitative interviews suggest discussion groups provided an invaluable opportunity to ask questions to a knowledgeable facilitator and clarify the fertility awareness information. No significant differences in modern family planning use or intention to use were found between listeners and non-listeners, but listeners reported greater supportive norms, self-efficacy, and discussion of family planning. Qualitative interviews suggest that increased discussion about family planning occurred because the drama emboldened people to talk about uncomfortable and taboo topics. Post-broadcast, listeners of Impano n'Impamba had greater fertility awareness then non-listeners and were more likely to experience intermediate outcomes related to family planning such as perception of positive family planning norms, a feeling of self-efficacy, and increased communication with others related to family planning. The study provides lessons for future interventions with the aim of increasing fertility awareness to improve sexual and reproductive health.