Examination of influence of social media education through mobile phones on the change in physical activity and sedentary behavior in pregnant women:…
Design and sampling
This randomized controlled trial study with parallel groups was conducted on pregnant women referred to Urmia health centers in 20182019. The study was last 12months for execution, from April 2018 to May 2019. This trial was registered in Iranian registry of clinical trials (IRCT) in 05/06/2020 with IRCT20151004024340N15 identifying number. Also this study was verified by the Urmia ethics committee with IR.UMSU.REC.1397.162 code.
The sample size was calculated according to the Michele Bisson [29] study, because of the similarity in the targeted primary and secondary outcomes, where the moderate and vigorous physical activity (MVPA) index was 11.79.5min/day in their control group and 25.420.4min/day in their treatment group after the intervention. With the 90% of study power (Z1=1.28), and the two-sided alpha level at 0.05 (Z1/2=1.96), and a 10% chance of dropout, the sample size was determined 45 subjects for each group. Therefore, ninety subjects were included in the study. The flow diagram of participants has shown in Fig.1.
Flow diagram of entering the study and completing of trial by participants
Inclusion criteria in the study were: the tendency to participate in the study, having an ability for reading and writing, be under 20weeks of gestational age, lack of chronic diseases (i.e., diabetes, hypertension, kidney disease), lack of any medical limitation for improving physical activity by mother, no mental illness and no history of hospitalization (based on the participant's self-report), lack of cerclage and prenatal care, having a smartphone, access to the internet, and residence in Urmia. The exclusion criteria were: having any problems or special diseases in the current pregnancy such as preeclampsia, diabetes, anemia, high-risk pregnancy and cerclage surgery, frequent bleeding during the intervention, premature contractions, reduction of fetal movements, amniotic fluid leakage, diet for a specific disease, and migration from Urmia.
We used stratified sampling method for including subjects from different socioeconomic strata of Urmia. There were three levels of health centers; 1, 2, and 3 according to their social and economic status. Then, two centers from each category were chosen randomly by lottery (drawing). Also participants for each group were randomly assigned with one to one allocation ratio with the block randomization method. First, the blocks were created with the combination of AAABBB by computer and all the possible statuses were identified and an exclusive code was assigned for each. Next, considering the sample size (N=90) and block sizes (S=6), 15 blocks were chosen by a simple randomization method by the researcher. Selected subjects were allocated to control or intervention group consecutively by the study manager. All these stages were done under the provision of a consultant epidemiologist and using Random Allocation Software version 1.0.0.
In this study, demographic, Pregnancy Physical Activity Questionnaire (PPAQ) questionnaires was used and completed. Height measured with a Stadiometer and weight by a Seca scale. Demographic information questionnaire had questions such as age, weight, height, education level, employment status, economic status, BMI, pregnancy age, number of fetuses, number of pregnancies, history of the underlying disease, history of infertility, cerclage, ectopic pregnancy, and specific disease in the current pregnancy.
Standard PPAQ, which is related to physical activity in pregnancy, includes two parts: Part I consisted of information about individual characteristics and Part II includes 32 questions on physical activities. The questionnaire of pregnancy physical activity consists of 4 groups of questions related to activities: at home (16 questions), community (3 questions), and activity in the workplace (5 questions), and sports and entertainment (8 questions). Within the manual of PPAQ the categorization and classification of daily physical activities based on the intensity and duration of them has been explained well. Based on that manual sum of the values of multiplied intensity and duration for some activities within the questionnaire can predict the amount of MET/Min for each category of activities as sedentary, light, moderate and sever that has pointed in detail in the data analysis section.
After selection of subjects in the first meeting, the researcher introduced herself to mothers and explained the study purpose. Informed written consent was then obtained. Later the questionnaires related to personal information and physical activity were filled in. Body mass index (BMI) was calculated and assessed. The mothers weight was checked with minimum clothing and without shoes, using a digital scale with a precision of 100g. Peoples height was measured using a wall gauge with an accuracy of 1cm while standing barefoot by the wall, as the shoulders were in a normal position. BMI was calculated by dividing weight by height squared.
Based on weight status (i.e., normal, overweight, and obese) and through the permuted block randomization, all the pregnant women were randomly assigned to the control and treatment group by Random Allocation Software version 1.0.0. Both groups received individual diets according to BMI, by a nutritionist, who also provided the necessary explanations. All educational content in the format of text, audio, and video files was delivered and provided through of what's app as social media platform. All intervention and control subjects received their specific educational contents according to the prepared study protocol for each group.
The control group subjects were quiet match and nearly similar in properties with the intervention one. They received a routine pregnancy care that was provided by health care centers and were followed alongside with the intervention group in the same time period. Subjects joined a virtual group in a social network (What's app) that was accessible through both mobile, laptop or PC devices for all subjects from each centers in control group. They received prepared individually diets and materials about that how to track its effect on their weight gain during pregnancy. In parallel, the treatment group also joined a virtual training group in a social network (What's app), that was similarly accessible through mobile, laptop or PC devices for all subjects from each centers in intervention group. Just the difference that was for this group, they received special and prepared educational content as written, audio or video materials to improve their physical activity along with an individually designed diet during 16 sessions in 8weeks. The content delivered to the virtual group twice a week and in a specified time period. Each session was about 90min that all educational programs were delivered by an educated and specialized midwife. During different session subjects regarding the advantages of executing appropriate exercises and physical activities during pregnancy, introducing suitable exercises for pregnant women and the manner of their execution was educated. Also in some sessions topics about the necessary precautions and probably health risks with some activities was discussed. Reminder massages was sent twice a week regarding the importance of doing proposed exercises and activities truly, the importance of good adhering to the diet, and announcement about the time of next session and its content. All womens questions were answered both within the group and in private chat based on the type of question. The respondent rate for both groups was %87.8 in average. Mothers weights were recorded after a face-to-face meeting in the fourth week. All delivered massages deposited in virtual group by the end of intervention. Our primary outcome was measuring the amount of changes in the mean daily total physical activity level, while secondary outcomes were measuring the level of changes in other subgroups of daily physical activity alongside with the level of weight gain during pregnancy.
At the end of the intervention, pregnant mothers in both groups filled the PPAQ questionnaires for the second time. The data acquired in this phase were compared with the first one.
Quantitative data were reported as meanstandard deviation and qualitative data were expressed in the form of frequencies and percentages. Activity intensity was measured based on the amount of Metabolic Equivalent of Task (MET). To calculate the total MET/Min of activities, the MET level regarding the intensity of activities was multiplied by the amount of time spent per day. The level of daily activity determined based on the amount of MET/Min obtained for activities and their average per day. The categorization for the level of physical activity was done according to the PPAQ specific manual. An activity with MET/Min less than 1.5 was considered as inactivity or sedentary, with MET/Min 1.53 as light activity, with MET/Min 36 as moderate activity, and with MET/Min more than 6 as a sever activity. An independent t-test was used to compare the data about the groups for comparing them at start and at the end of intervention. A paired t-test was used for comparing changes within groups and comparing before and after data. Also, the chi-square test was used to compare data regard the qualitative variables between the two groups at start of the study. To control the possible influence of confounding factors and better determination of treatment effect, multivariate analysis was done. The significance level for all statistical tests was considered less than 0.05. We used per protocol analysis for comparing the extracted results between study groups. All analyses were performed using SPSS-21 software.
- Attorneys Sanctioned for Social Media Research on Prospective Jurors | EDRM - Electronic Discovery Reference Model - JD Supra - November 7th, 2025 [November 7th, 2025]
- Mark Zuckerberg says 'The Social Network' nailed his wardrobe: 'Every single shirt or fleece they had in that movie is a shirt or fleece that I own' -... - November 7th, 2025 [November 7th, 2025]
- Why TikTok Keeps You Scrolling: Baylor Research Explains the Science Behind Social Media Addiction - Baylor University - November 7th, 2025 [November 7th, 2025]
- Social media can cause stress in real life our digital thermometer helps track it - The Conversation - November 7th, 2025 [November 7th, 2025]
- Facebook Dating Is a Surprise Hit for the Social Network - The New York Times - November 7th, 2025 [November 7th, 2025]
- Dr Tariq urges youth to verify content before sharing on social media - Associated Press of Pakistan - November 7th, 2025 [November 7th, 2025]
- Heart Evangelista reveals another art piece on her social media - GMA Network - November 7th, 2025 [November 7th, 2025]
- X asks B.C. judge to throw out $100,000 fine for intimate image posting - Vancouver Sun - November 7th, 2025 [November 7th, 2025]
- How Americans trust in information from news organizations and social media sites has changed over time - Pew Research Center - October 31st, 2025 [October 31st, 2025]
- Jesse Eisenberg forced to answer Social Network question after awkward attempt to dodge: 'We both are playing chess' - Entertainment Weekly - October 31st, 2025 [October 31st, 2025]
- Boost hope and reduce stress with this simple social media trick - NPR - October 28th, 2025 [October 28th, 2025]
- Grindr receives buyout offer to take dating app private - Los Angeles Times - October 28th, 2025 [October 28th, 2025]
- Quantum stocks are rising. Why they may be the Trump White Houses next investment. - MarketWatch - October 26th, 2025 [October 26th, 2025]
- Sora enters social networking, ChatGPT runs advertisements is OpenAI replicating the early days of Facebook? - - October 26th, 2025 [October 26th, 2025]
- Social media is just TV now and we cant stop changing the channel - The Observer - October 26th, 2025 [October 26th, 2025]
- How a German freight lift became an unexpected social media star in the Louvre heist - ABC News - Breaking News, Latest News and Videos - October 26th, 2025 [October 26th, 2025]
- Preadolescence: social media affects memory and reading skills - Evidence Network - October 26th, 2025 [October 26th, 2025]
- Social Networking Stocks Q2 Teardown: Snap (NYSE:SNAP) Vs The Rest - The Globe and Mail - October 24th, 2025 [October 24th, 2025]
- E&E News: Interior, other agencies open new front in social media wars - POLITICO Pro - October 24th, 2025 [October 24th, 2025]
- The impact mechanism of social network information on tourism travel: an empirical analysis based on internet celebrity cities - Nature - October 23rd, 2025 [October 23rd, 2025]
- Judge says DHS social media posts in Rep. McIver prosecution are 'prejudicial' and should be removed - ABC News - Breaking News, Latest News and... - October 23rd, 2025 [October 23rd, 2025]
- Trump Administration's Arrival on Bluesky Highlights Growing Pains for Open Networks - Tech Policy Press - October 23rd, 2025 [October 23rd, 2025]
- Airbnb Is Becoming a Social Network With New Features - Entrepreneur - October 23rd, 2025 [October 23rd, 2025]
- Social Networking Stocks Q2 Teardown: Snap (NYSE:SNAP) Vs The Rest - FinancialContent - October 23rd, 2025 [October 23rd, 2025]
- Hostelworld to Acquire Local Events Aggregator to Build Out Social Network - Skift - October 23rd, 2025 [October 23rd, 2025]
- With its latest launch, Airbnb is becoming a social network here's what else is new - Yahoo Creators - October 23rd, 2025 [October 23rd, 2025]
- Social Network Software Market by Type and Application: Rapid - openPR.com - October 23rd, 2025 [October 23rd, 2025]
- Jung Eun-pyo's Wife Involved in Traffic Accident on Her Way to a Part-Time Job: 'I Was Arrogant About My Driving... Must Stay Humble for Life' - - October 23rd, 2025 [October 23rd, 2025]
- Jeremy Strong distances himself from Jesse Eisenbergs portrayal of Mark Zuckerberg in The Social Network: It has nothing to do with what Im going to... - October 23rd, 2025 [October 23rd, 2025]
- Jeremy Strong Says Jesse Eisenbergs Version of Mark Zuckerberg Has Nothing to Do With What Im Going to Do in Social Network Follow-Up - The Hollywood... - October 21st, 2025 [October 21st, 2025]
- X changes how it handles links to keep users on the social network - - October 21st, 2025 [October 21st, 2025]
- 300 Million Single Men and Women Expected to Back an IPO - 36Kr - October 19th, 2025 [October 19th, 2025]
- Kids Social Media Use Linked to Lower Reading and Memory Scores, Study Suggests - Education Week - October 19th, 2025 [October 19th, 2025]
- How thirst traps and rage bait affect workers on the clock - HR Dive - October 19th, 2025 [October 19th, 2025]
- Tala TV Emerges as Southeast Asias Fastest-Growing Live Streaming and Social Platform - The Globe and Mail - October 17th, 2025 [October 17th, 2025]
- Kids who use social media score lower on reading and memory tests, a study shows - NPR - October 15th, 2025 [October 15th, 2025]
- Facebook's local job listings are back - how to use the social network to find a gig - ZDNET - October 15th, 2025 [October 15th, 2025]
- DeBox And BitMart To Advance Web3 Social Networking And Data Control - BlockchainReporter - October 15th, 2025 [October 15th, 2025]
- Five takeaways from the ABC's Your Say: The Digital Dilemma forum - Australian Broadcasting Corporation - October 15th, 2025 [October 15th, 2025]
- Australia rolls out for the good of our kids ad campaign ahead of teen social media ban - The Independent - October 15th, 2025 [October 15th, 2025]
- Monday briefing: How social media is mainstreaming far-right rhetoric - The Guardian - October 13th, 2025 [October 13th, 2025]
- 'Before Canada becomes new India': Social media meltdown over new turban shop in Sudbury - The Times of India - October 13th, 2025 [October 13th, 2025]
- The next era of social media is coming. And its messy so far - CNN - October 13th, 2025 [October 13th, 2025]
- Europe can build its own social media - The Japan Times - October 13th, 2025 [October 13th, 2025]
- Dramatic footage of helicopter falling from the sky in Huntington Beach and social media catches it all - LAist - October 13th, 2025 [October 13th, 2025]
- Emergency Butterfly Wing Transplant Is a Success Watched by Millions on Social Media - Good News Network - October 11th, 2025 [October 11th, 2025]
- What your teenage son is really seeing on social media, according to new survey - CNN - October 11th, 2025 [October 11th, 2025]
- The right teen could be key in brewing legal fight over social media ban - Australian Broadcasting Corporation - October 11th, 2025 [October 11th, 2025]
- Harry calls social medias impact on children one of the most pressing issues - The Independent - October 11th, 2025 [October 11th, 2025]
- Telegram's CEO explains his philosophy for using a phone as little as possible and allocating 11 to 12 hours for sleep - MSN - October 11th, 2025 [October 11th, 2025]
- Hearing on Government Social Media Censorship - C-SPAN - October 9th, 2025 [October 9th, 2025]
- Scott Galloway says the key to landing jobs is be as social as possible: '70% of the time, the person they pick is someone with an internal advocate'... - October 9th, 2025 [October 9th, 2025]
- Denmark will BAN social media for under 15s as PM warns it is 'robbing our children of their childhood' - Daily Mail - October 9th, 2025 [October 9th, 2025]
- Rolling Ray, Social Media And Zeus Network Star, Cause Of Death Revealed - VIBE.com - October 9th, 2025 [October 9th, 2025]
- Politically aggressive social media users are creating most of the anti-immigrant content - The Conversation - October 7th, 2025 [October 7th, 2025]
- 'The Social Network' Sequel Has Already Forgotten What Made the Original So Influential - Collider - October 7th, 2025 [October 7th, 2025]
- Researchers Created A Social Network With AI Bots To Try And Solve Online Toxicity. It Failed. - TwistedSifter - October 7th, 2025 [October 7th, 2025]
- Actor Han So-hee said it was a "mistake" amid controversy over political colors by clicking "like" o.. - - October 7th, 2025 [October 7th, 2025]
- ICE Plans to Add a Social Media Surveillance Team to Hunt for Leads on Wanted Individuals - Tech Times - October 7th, 2025 [October 7th, 2025]
- Social Gaming Market : Emerging Trends and Opportunities in End-Use Industries - openPR.com - October 7th, 2025 [October 7th, 2025]
- Controversy Erupts on Social Media Over Massive Mistake in Vikings-Browns Game in London - Pro Football & Sports Network - October 7th, 2025 [October 7th, 2025]
- 'A force for alienation': How The Social Network predicted the future of tech - BBC - October 4th, 2025 [October 4th, 2025]
- Telegram's CEO explains his philosophy for using a phone as little as possible and allocating 11 to 12 hours for sleep - Business Insider Africa - October 4th, 2025 [October 4th, 2025]
- Before Making Its Sequel, Aaron Sorkin Actually Directed One Scene in the Original 'Social Network' - Collider - October 4th, 2025 [October 4th, 2025]
- 15 Years Later, The Social Network Remains A Masterpiece of the 21st Century - That Hashtag Show - October 4th, 2025 [October 4th, 2025]
- Ollywan v. Meta: A Startup Takes on Big Tech Over Alleged Monopolization - thefashionlaw.com - October 4th, 2025 [October 4th, 2025]
- FRND, a made-in-India social media and dating app focussed on non-metro cities, is in the process of raising $25 million from new and existing... - October 4th, 2025 [October 4th, 2025]
- Everything is fake on Silicon Valleys hottest new social network - The Washington Post - October 4th, 2025 [October 4th, 2025]
- How Social Media Is Changing the Narrative of the Israel-Gaza War - The New York Times - October 2nd, 2025 [October 2nd, 2025]
- Could making silly AI videos of your friends be social media's next frontier? Let's talk about OpenAI's Sora. - Business Insider - October 2nd, 2025 [October 2nd, 2025]
- 15 Years On, The Social Network Feels Like The Warning We All Ignored - Screen Rant - October 2nd, 2025 [October 2nd, 2025]
- System lets people personalize online social spaces while staying connected with others - MIT News - October 2nd, 2025 [October 2nd, 2025]
- The Social Network Turns 15: Max Minghella Reflects on Working With David Fincher - Nerdtropolis - October 2nd, 2025 [October 2nd, 2025]
- The Social Network at 15: Aaron Sorkin recalls why he signed on to write the original - Gold Derby - October 2nd, 2025 [October 2nd, 2025]
- The Social Network 2: An Iconic Actor Missing, and It Makes Sense - 3DVF - October 2nd, 2025 [October 2nd, 2025]
- Graffiti framework lets people personalize online social spaces while staying connected with others - Tech Xplore - October 2nd, 2025 [October 2nd, 2025]
- VR and social media create blurred realities that negatively affect well-being. - Psychology Today - October 2nd, 2025 [October 2nd, 2025]
- The Social Network 15 years later: No one listened to David Finchers warning - Far Out Magazine - October 2nd, 2025 [October 2nd, 2025]
- 15 Years Of The Social Network | Revisiting Anxieties Around The Internet & Human Connection - Outlook India - October 2nd, 2025 [October 2nd, 2025]
- Connectivist knowledge production and learning success in distributed social networks: structural equation modeling approach - Taylor & Francis... - September 30th, 2025 [September 30th, 2025]