In the process of artificial intelligence development, AI+ all big data seems to be able to increase efficiency and get a good result. As a matter of course, the combination of social media data and AI will have a negative impact.
We are used to expressing emotions, expressing interests and hobbies in social media, and even inadvertently revealing our personal information. As an ordinary person, even if you know that this is an open space, you will not have the impression of data leakage. After all, most of the information display weights of social media are based on the popularity of information, and individual users’ ordinary speeches are difficult to be unfamiliar. People deliberately see.
But with the super power and data analysis capabilities that AI brings, everything becomes different. After crawling data, AI+ social media data can see more than just one person’s reaction, emotion and expression to things, but can see information about a whole group or even a whole ethnic group. The previous series of information disclosures that almost ran through Facebook’s doorway revealed how much of the scattered personal information that AI might have had.
However, social media data is not only dark, but there are already many neurological and psychological studies that have begun to use AI and social media data to use machines to deal with human nature.
“Twitter big data tells you that people around the world are the same”
Recently, the University of Bristol used machine learning to analyze 800 million tweets in 57 cities in the UK within four years and reached a conclusion that we have long pondered about. Humans generally have high emotions in the morning and low emotions in the night.
The whole analysis process is like this. The research team sampled through the Twitter search API and collected 800 million tweets. All the # topics, emojis, holiday greetings, etc. are washed away, and the words are tagged according to the psychometric method.
For example: emotional positive emotions and negative emotions; time-oriented attention now, attention to the past, attention to the future; personal attention to work, family, money, society, religion, and so on.
With this strictly machine-learning model based on the dimensions of psychological research, the research on social media data will be more specialized, rather than simply relying on NLP to analyze the emotions in the language.
The conclusion of the final study is: In the 24 hours of the day, human emotions will not only change, thinking patterns will also change.
From the 5-6 pm of the day, people began to enter the peak period of expression in social media, and at this time people’s emotional expression is more positive, and the focus is also more on the individual status. As time goes by from 7-9, people’s emotions tend to be biased towards anger, but if it is on non-working days, this positive and enjoyable state will continue.
At this time, people’s thinking patterns tend to be class-thinking, thinking is more clear and direct, logical, and stereotyped tendencies appear.
At night, people’s emotional expression will turn negative, and the focus will shift from individuals to society. As time goes on, the closer to the next day’s 3-4 a.m., the more people focus their attention on religion. In this period of time, people’s thinking patterns tend to be existentialism, which reflects the state of confusion, anxiety, irrationality, and willingness to participate and share.
In plain words, one’s general state is to rise in the morning with enthusiasm and self-confidence, to plan his own life in the blood of chickens, and to wait until the evening when he starts to fall into a state of whimper, paying attention to every corner of the world. People who are sad or touched, if they can’t sleep at night, begin to seek religious salvation. Look, is this process the same for Chinese foreigners?
When social media becomes a research assistant in psychology, can it be diagnosed from a selfie?
In fact, the time-cycle changes in human emotions have long been confirmed. Because of the physiological causes of nerve fatigue, melatonin secretion, etc., our emotions will show different states during the day.
Although this study of social media big data just confirmed this change again and did not uncover more reasons for emotional change, it is the first time that the relationship between mood cycles and thinking patterns has changed. In fact, there are many researches on social media data and psychology, and many interesting information have been discovered.
For example, last year, the University of Pittsburgh conducted a survey to investigate the social media use of depression patients. The results showed that the average duration of social media usage for depression patients was much higher than that of ordinary people.
Harvard University research shows that people with depression prefer to use cool, faded, or black-and-white filters when they publish photos on social media.
Unbreakable Ethics Levels
At present, the role of social media data for psychology seems to remain in academic research. Can we see the psychological application of social media data in our lifetime?
At present, social media data has at least the following applications for psychology:
1.As an aid to the measurement of mental state
In addition to those mental illnesses that directly lead to hallucinations, insomnia, and other direct manifestations, there are many types or degrees of mental illness that are difficult to objectively feel. Most of the time, it is necessary to rely on the face-to-face consultation or to fill in the psychological state measurement table to confirm, but the patient may not be able to directly show his or her true state when he or she fills out independently. At this time, information undoubtedly revealed in social media can be used as a support.
2.The psychological status of the group
Compared with the individual’s psychological problems, the more complicated situation is experienced by an entire group. For example: changes in mental state that can occur when disasters or accidents occur.
For example, employee/student suicide occurs in a company or school, or an entire region suffers serious natural disasters such as earthquakes and typhoons. At this time, we often do not have the energy to do psychological counseling for everyone, and there is no way to assess the psychological status of the group as a whole. At most, the group conducts psychological counseling in the form of group lessons.
At this time, using machine learning to research social media data, you can clearly see the group’s psychological response to events. Even the long-term psychological status tracking of the crowd, and selective, targeted psychological counseling.
HIT has proposed a method to identify college students’ social media data by establishing classifiers to identify the risk of depression.
In fact, the application methods mentioned above are hardly technically difficult to achieve. Although the results obtained may not always be absolutely accurate, the value that can be provided for psychology, a labor-intensive industry, is very small.
But the biggest issue is whether it is ethical. Should publicly released social media data be considered personal privacy? The information extracted from it is not considered personal privacy? Even if it is a patient with mental illness, citizens should have the right not to disclose their prevalence, and to discover the citizens’ mental health status through social media data. Is this a serious violation of this power? In particular, if this technology is applied to colleges and universities, will anyone be so concerned that the teachers and classmates around them have learned their psychological state and have made their mental condition worse?
In fact, to a certain extent, we sometimes deliberately choose some ineffective solutions to problems, but we can exchange security and freedom for the soul.
Deployment of 5G Technology: Scrutinizing the Potential Menace & Its Repercussions globally
5G, or fifth generation, is the latest generation of mobile telecommunications technology. It promises faster internet speeds, lower latency, and greater capacity than previous generations of mobile networks. 5G technology is designed to support a wide range of new and emerging applications, including the Internet of Things (IoT), autonomous vehicles, and virtual and augmented reality. The introduction of 5G to the world is a significant development in the field of telecommunications. It is expected to have a major impact on various sectors such as healthcare, transportation, manufacturing, and entertainment. 5G networks will enable new technologies like self-driving cars, remote surgery, and virtual reality to function more smoothly and efficiently.
It is based on a number of new technologies, such as software-defined networks, network slicing, and millimetre waves, which allow for faster data transfer and a greater number of connected devices. This will allow for more efficient use of network resources and support a wider range of applications. Many countries and mobile network operators are in the process of rolling out 5G networks, and the number of 5G-enabled devices is expected to grow rapidly. However, the deployment of 5G networks is a complex and ongoing process, and there are still many technical and regulatory challenges that needs to be addressed.
Concerns & Impact:
In terms of cybersecurity, 5G networks have the potential to be more vulnerable to cyber-attacks than previous generations of mobile networks. The increased complexity of 5G networks and the use of new technologies, such as software-defined networks, could make them more difficult to secure. As the number of devices connected to 5G networks increases, so does the attack surface for cybercriminals. In terms of privacy, with the deployment of 5G networks, the amount of data that is collected and stored by mobile network operators will increase, raising concerns about the protection of personal information. 5G networks will enable new technologies, like self-driving cars, remote surgery, and virtual reality, which will generate a large amount of data. Ensuring the security and privacy of this data will be a major challenge. Also, in terms of supply chain security, the deployment of 5G networks requires a large number of components and systems from different vendors, which makes it more difficult to ensure the security of the network. There are concerns that these components, if not properly secured, could be used by malicious actors to compromise the network. The deployment of 5G networks could also lead to radiofrequency interference with existing technologies such as weather radar, satellite communication, and GPS systems, aviation navigation, and scientific research. Even, countries that are deploying 5G networks are dependent on foreign vendors for the equipment and technology needed to build and operate these networks, which creates national security concerns.
Further, there are several concerns related to the environment and health that have been raised in relation to the deployment of 5G technology. It requires the installation of many more cell towers and antennae than previous generations of mobile networks. The environmental impact of this increased infrastructure, including the potential impact on wildlife and natural habitats, is a concern. The increased use of 5G networks is likely to lead to an increase in energy consumption, which could have an impact on greenhouse gas emissions and contribute to climate change. Additionally, there have been concerns about the potential health effects of 5G technology, particularly related to the use of millimetre waves for the transmission of data. Some studies have suggested that these waves may have an impact on human health, although the majority of scientific studies have found no evidence of such effects. 5G technology uses the same frequency bands as meteorological radars and could interfere with the accuracy of weather forecasts. Such networks will increase the exposure of people to electromagnetic fields, which could have negative impacts on health, particularly for people who are sensitive to electromagnetic fields.
However, it’s pertinent to note that these concerns are being studied and addressed by governments and regulatory bodies, and steps are being taken to mitigate them. However, it’s important to be aware of these issues and take appropriate action to address them as 5G networks are deployed to ensure that the benefits of 5G technology are realized while minimizing the security, privacy, environmental and health risks.
Resolving these concerns will require a multi-faceted approach that involves cooperation between governments, industry, and other stakeholders. Governments and industry should work together to develop and implement security standards and best practices for 5G networks. This could include regular security audits and penetration testing, as well as measures to detect and respond to cyber-attacks. They should work together to develop and implement data protection and privacy policies for 5G networks. This could include measures to protect personal data, such as encryption and secure data storage, as well as clear guidelines on how data is collected, used, and shared. They should conduct further research on the potential health effects of 5G technology, and take steps to mitigate any negative impacts. This could include measures such as limiting exposure to electromagnetic fields and ensuring that cell towers are located in safe areas. They should take appropriate measures to minimize the environmental impact of 5G networks. This could include measures such as using renewable energy to power cell towers and antennae, and minimizing the impact of infrastructure on wildlife and natural habitats. They should secure the supply chain of 5G networks. This could include measures such as ensuring that vendors comply with security standards, and conducting regular security audits of suppliers.
The Indian Drone Industry is Growing Leaps & Bounds
Iranian drones have wreaked havoc in war-stricken Ukraine. When it comes to drones until a few years back it was the USA Vs China, but now all countries have realized the potential of these flying machines.
Bill Gates had predicted that drones, overall, will be more impactful than one can ever imagine or think to help society in a positive way, but sadly, today they are being used in warfare at a very large scale. Where does India stand in the Drone Making Spectre?
Today, India uses drones for a variety of causes. It has BVLOS (Beyond-visual-line-of-sight) flights, mosquito eradication drones, drones used for agricultural needs – like spraying pesticides etc., then there are seed-copters used for aforestation (planting seedballs). During the pandemic Indian drones supplied vaccines to far out regions, as estimates suggest that more than 24 lakh Indians die of treatable conditions every year simply because medicines don’t reach them on time. Drones are bridging the gap when it comes to inaccessibility of roads and other means of transport.
In India, drones can be seen everywhere, in weddings events and agricultural fields. There is a huge demand for drones and the Government is encouraging the industry to grow further. How is this emergence happening? Smit Shah, President of the Drone Federation of India is filled with ideas of zestful entrepreneurship and innovation for the Indian drone industry. He shares his views about how things in India’s Drone industry are shaping up.
“Since 2018, we have had multiple regulations and lot of work is happening on that front. Finally, in August 2021 we had our regulations liberalised. So, after multiple policy attempts and iterations we were able to crack the right policy. This is the policy of liberalisation and incentive towards the industry. Since mid 2021, we have had a boost in the ecosystem. We have multiple start-ups now, over 200 working in the drone manufacturing and technology space in the country.” says Shah.
The idea to ease the regulations has worked wonders for the industry and start-ups getting involved means a lot of innovation and experimentation is ongoing in the Indian drone industry. So, how are drones being used in governance and management? There is a lot of talk of drones being used for surveillance at borders. In what ways does the Indian Government use drones? Shah says that multiple State Governments, the Union Government, various departments and private sector corporations are now adapting to drone usage at a very large scale. The Government has launched the ‘Swamitwa Scheme’ where 6.5 lakh villages are being mapped across the entire country through drones. The National Highway Authority of India (NHAI) has mandated monthly monitoring of all highways via drones. The armed forces are looking for buying drones for security surveillance on all borders using drones. Also they are being used in tracking logistics.
India is using drones in almost all important departments, especially in defence the country is trying to procure and develop the best possible technology for which many private corporations like the Adani Group have forged Joint Ventures with major International drone component manufacturing companies.
For the purpose of warfare India is using drones on the borders to keep an eye on the enemy. It endeavours to make more advancement in the domain. How are things shaping up on that front?
“During warfare you need round the clock monitoring and intelligence and capacity building. So, surveillance capability on the borders and logistic capability on the border means transporting various kinds of resources to the border outposts, including the high altitude regions is what is being looked at now. In India, Unmanned Aircraft Vehicle (UAF), Unmanned Aerial Vehicle (UAV), Remotely Piloted Aircraft (RPA), Remotely Piloted Aircraft System (RPAS) are technological terms but are interchangeably used. All these are being used in our border security,” informs Shah.
India is rapidly scaling up its drone industry and is investing a lot on research and development. Not just for domestic use, it plans to use drones intensively for border security by the armed forces. Does India manufacture raw materials and components used in drones? What plans does it have to reduce dependence on other countries and boost its own home-built production capability? What is the road ahead?
“A majority of the components are imported from different countries. Now we have Indian start-ups and corporations who are engaged in building local supply chains and local design on drone components. The PLI incentive is encouraging for manufacturing drones and their related components in India. If we see the overall drone ecosystem of drones in India, it envisioned success lies on 4 key pillars. First is ease of doing business, under which policy was liberalised and much of the licence fees was reduced. Second is the financial incentive, like the Production Linked Incentive(PLI) under which domestic manufacturing has a 20% incentive with almost zero upfront commitment. One is not needed to do any plant or machinery investment or any minimum employment. It is a straight investment based on one’s capacity, so if you produce goods worth INR 100, you get 20% of your value addition. This is a sunrise sector, so rather than complicating incentives by tying them up with employment or revenue or upfront capital investment – it’s all straight in the face. The third part is protectionism or favouring the local industry via an import ban. At present, import of drones as a whole are banned but the import of components is not. Fourth is enhancing our own skilling, R&D, trying to becoming Athmnirbhar (Self Dependant) in every possible way and benefit our own industries. Though, a lot of technology for the smaller drones comes from across the world including China, US and Europe, for the bigger drones, like the ones used to patrol the borders or for offensive ops, it is specialized so that is coming from our partners or the domestic manufacturers,” elaborates Shah.
Many reforms by the Government have been introduced to encourage domestic production. It is confident that its own ecosystem will battle all odds and will be able to emerge as a frontrunner in drone making. The Government and industry are working in tandem to achieve this goal. In January, 2022, the Indian Government has offered a 100% subsidy or 10 lakhs, whichever is less, up to March 2023 to promote the use of drones for agricultural purposes and reduce the labour burden on the farmers. Also a contingency fund of INR 6000 per acre has been set up for hiring Drones from the Custom Hiring Centres (CHC). Together, the subsidy and contingency funds shall help farmers access latest drone technology at a very reasonable price.
Does India export drones to any other countries. If NO, by when does it intend to do so? What are its plans to become a recognized name in the drone export segment?
“Slowly and steadily India is looking at exporting. We are looking at certain initiatives to scale up our export segment and expect good results very soon. Our first goal has to be design independence. In terms of supply chains it is difficult to become 100% India made as many raw materials are imported. For that we need to have our own designs and supply chain reliability. In supply chain reliability there are 3 things, first we have domestic supply chains, second we have primary supply chains and third is we have secondary alternate supply chains. If we build good supply chains then we do not have be dependant by the traditional definition because then we have backup & balance of the supply chain. In today’s global civilization we can’t become completely independent. The right approach is to be dependant but also balanced. Some aspects of our drones may be better than others and vice versa. We are not yet ripened in this as our Information Technology (IT) sector is. India is trying to have its own electronic manufacturing fabs, so things are gaining momentum. In five years the game will totally change,” asserts Shah confidently.
The industry and Drone Federation of India is optimistic that in a few years to come India will be a champion drone manufacturer and may export to other countries as well. Be it the procurement of raw materials or other critical components it seems to be progressing fast for self-reliance in the drone industry.
Is tech industry still a boys’ club?
Authors: Ash Narain Roy and Jisha Jacob*
The Nobel Prize, says the 2022 literature laureate Annie Ernaux, is an institution “for men.” She further says that “speech has almost always been monopolised by men.” If even the hallowed Nobel Prize is still “bound to traditions” and “is perhaps more masculine,” as the French writer contends, what about the world of science and big tech?
The tech industry remains a male bastion. Citing the abysmally low percentage of female employees, the New York Times says, that the doors to the technology field “remain virtually closed to women.” The Los Angeles Times has similar observations about sexism in Silicon Valley. It says, the tech industry “lags decades behind other industries in its treatment of women.”
The big tech is far worse. Elon Musk, the new Twitter boss, often mocks advocates of the LGBT+ community. It is anybody’s guess where women will find themselves in his scheme of things. He would perhaps expect women to “follow the white rabbit.” (It is assumed if you follow the white rabbit, it will ultimately lead you to the truth). Or you may enter an alternate world. Musk isn’t playing “four-dimensional chess,” he is defending “the future of civilisation”!
Emily Chang in her book, Brotopia: Breaking Up the Boys’ Club of Silicon Valley, says that the big tech industry “has self-selected for men: first, anti-social nerds, then, self-confident and risk-taking bros.” No wonder therefore, “deep-rooted sexism prevails” in their universe and their meetings in hot tubs and at strip clubs are considered small ‘pecados’.
That women are under-represented and hold far fewer organisational positions in big tech companies like Meta, Google, Apple, Amazon and Microsoft is an open secret. As Francine Bermen and Jeniffer Lundquist say, a large number of high-profile whistleblowers are women. “Frances Haugen exposed personal data exploitation at Meta, Timnit Gebru and Rebecca Rivers challenged Google on ethics and AI issues, and Janneke Parrish raised concerns about a discriminatory work culture at Apple, among others.” (Bermen, Francine and Jeniffer Lundquist, 2022)
“Why can’t a woman be like a man” has been a grumbling refrain in most walks of life. Literature, science, films, politics have all perpetuated such perceptions. In the footnote of his famous lecture, “The two cultures and the scientific revolution,” eminent British scientist C.P. Snow said that since childhood women are given training to be a “good wife” and a “good mother.” He further said that women lack training to become a good scientist or a physicist. But he ended up saying “whatever we say, we don’t regard women as suitable for scientific careers” for which he would have been heavily trolled today. (Snow 1959) Technology is widely considered a male- dominated industry. Psychologist Janet Morahan-Martin of Bryant University explains that men are more comfortable using a computer since childhood than women. This exposure to technology in the early stage of their lives has led to the masculinization of computer culture.
Big tech and masculinity
What is masculinity? Does it really have to do anything with technology? In a larger sense, masculinity refers to how men perceive themselves. It is a manner of thinking and being that is socially formed. Victor J. Seidler of University of London offers an interesting explanation positing that men have assumed rationality as masculine based on a “rationality appropriated from and denied to others.” Men have made it a basis of male power “affecting what men see, hear and regard as important.” Brian Easlea, in his book Fathering the Unthinkable: Masculinity, Scientists, and the Nuclear Arms Race, argues that men’s propensity for science was mostly a “compensatory mechanism” for their inability to procreate and their vulnerability on the sexual level. (Easlea 1983)
Power and masculinity go hand in hand. The idea of masculinity is often associated with gaining increasingly greater power. Men now stand at the top of the technological pyramid thanks to this power. It appears that using power is fundamentally unbalanced. Men unquestionably make the important decisions. Whenever scientists are mentioned, “men” is always used as the pronoun. For instance, C.P. Snow referred to members of scientific communities as “men of science.” Men are thus at the top of the tech pyramid.
Lucie Greene, author of Silicon States: The Power of Politics of Big Tech and What It Means for our Future, cites the examples of Siri, Alexa, and all the verbal subservient assistants which normalize sexism. Twitter has an atrocious record of failing to address misogyny. Amnesty International has found women’s experience on Twitter as “toxic.” Women continue to be the victims of “digital violence.”
According to one source, women roughly represent about 25 % of technology workforce. When it comes to senior corporate leadership positions, the less said, the better. Only 8.8% of Fortune 500 CEOs are women and less than 1% of Fortune 500 CEOs are women.
The Google UK: Gender Pay Report 2018 says that there are more males than women working at Google in top leadership positions and technical occupations, Due to the underrepresentation of women in senior leadership, technical and engineering roles, and roles with a lengthy tenure, the percentage gaps persist in the majority of the leading tech businesses. Men are more likely than women to fill senior positions. Only four women appear on a random Google search of the top 48 or so tech companies.
Stereotypically gendered technology
The masculinization has produced what is known as stereotypically gendered technology. It is crucial that women work in an industry that is predominately male. Who designs a product and who stands to gain from it should be taken into consideration when it is designed. Men may design a product that is primarily used by women, which could result in subpar design. It might not fit the specifications set forth for technology that women can use. An average-height woman, for instance, cannot reach the bottom of a washing machine tub to pull the items out. Another dated example is the fact that since the 1970s, the crash test dummies used to test car safety have been modelled on men for an average male weight and height. It has only now been rectified. This digital world needs more female designers because it is mostly created by men for men.
Ironically, the early programmers were not men, but women. The 1940s saw computer operation and programming as women’s space. By the 1960s when computing gained prominence, men displaced women who were experts and as Marie Hicks states in her book, Programmed Inequality, the space was altered from a “feminized field of endeavour” to a “distinctly masculine image”. (Hicks 2018)
As per the data provided by Planet Money: NPR, women’s presence in various fields clearly shows that, while medicine, law, and physical sciences saw a significant rise in the number of female students enrolling after 1984, science and technology have seen a sharp decline in the number of female students. There was a perceptible increase between 1975 and 1984, but the trend did not last long as women were ejected from cyberspace.
Women had to learn how to utilise the room-sized supercomputers that the US employed to decipher codes during World War II. A person who programmed the first general-purpose electronic computer during the Second World War was known as a “computer.” Women were portrayed as confident, attractive, and ready to do their part to win the war. They were encouraged to join the workforce by glorifying and glamorizing the role of the working women.
Women made up a significant portion of the tech workforce throughout the World War Two and up until the 1960s. They made important contributions to science and technology.
STEM education’s impact
Women make up approximately 43% of all STEM (Science, technology, engineering, mathematics) graduates in India, one of the highest percentages in the world, but just 14% of scientists, engineers, and technicians in universities and research-development organisations. (Economic Times 2022) The underrepresentation of women in STEM fields is a problem around the world but India’s case is a curious one, despite an increase in the number of female STEM students each year, these higher education levels have not led to greater employment opportunities.
Lack of job opportunities has prompted them to turn to other avenues. Clinical psychologist Joy Harris describes such a phenomenon as “learned technological helplessness”. (Harris 2008)
Studies have shown that young girls would decide if they were good at math or science by the age of 8 – 10 years of age. It is critical to provide them the right opportunities at that young age.
The data further shows that disparity becomes acute at the undergraduate level. They prefer psychology, biological and social sciences over engineering (22%), computer science (20%), and physics (21%). Similarly in the STEM workforce, women show not much interest as compared to men. They have a very low share in the computer and mathematical sciences (26%), and engineering (16%).
Post- COVID era
Even in normal times, women bear what sociologist Arlie Hochschild calls “the double burden.” While they work for a living, they do significant amount of unpaid household work. According to a survey made in 2022, as many as 58% of Indian women lost their employment mostly due to the Covid-19 pandemic. Women were driven away from the corporate sector thanks to the rise in home duties. (Sethi 2022) This was also the time where people showed a greater dependence on technology than ever. Most jobs demanded workers to be tech-savvy. The gender gap in the economy also worsened because of the pandemic.
Rising domestic violence further accentuated the disparity. According to one source, 1 in 3 women worldwide experienced physical or sexual abuse at the hands of an intimate relationship. As a result, women were experiencing assault and looking for employment options. (UN Women: Gender equality matters in COVID -19 response)
During the worst phase of Covid and after, some people began to use social media to share their daily emotions, which allowed them to connect with others who share their perspectives. According to Statista portal, as of January 2022, Snapchat had more female users, while platforms like Facebook, LinkedIn and Twitter had more male users than female. According to another source, men use LinkedIn more often as compared to women which are 54% and 44% respectively.
The active presence of women on the social media platforms have made them vulnerable to abuses and threats of various kinds.
Online gender-based violence (OGBV) is perpetrated by using technology or a digital interface -specifically the internet or smart devices. Cyber stalking, zoom bombing, identity theft, online threats, blackmailing and cyber flashing are familiar forms of online gender-based violence. According to the toolkit, 85% of women globally face online gender – based violence. 88% of women in Asia and the Pacific have experienced OGBV. (Toolkit: 30 for 2030 UN Women 2022)
A survey on online violence against women by the Amnesty International suggests that 70% of the women who experienced some forms of online harassment have altered how they use social media, and a third of them claim they no longer express their thoughts on certain topics.
Nordic countries score higher than others on gender equality parameters. While Sweden gets top score in perceptions of gender equality, Norway tops all other nations in terms of income equality. This has been possible as the Nordic nations have established a higher degree of political consensus around issues like social equality and social solidarity. They pay women in technology more than others. As the 2018 OECD report, “Is the last mile the longest? Economic gains from gender equality in Nordic countries” notes, it is this region’s past improvements in gender equality in employment that have “contributed to economic growth.” The Nordic nations’ global reputation notwithstanding, they continue to have gender gaps in technology. Anneli Häyren, a researcher at the Centre for Gender Research at Uppsala University, Sweden, points out that there exists an idea of being gender equal, but “we have a long way to go before we are gender equal.”
The Nordic Gender Effect at Work, a report from the Nordic Council of Ministers, an advisory group, further notes that there has been “a disturbing pattern” in businesses: “the higher up the hierarchy you look, the more men you notice.” This report raises serious concerns about the gender gap. It is thus apparent that even in societies where gender equality is the norm, women and other different gender groupings may not necessarily be equally represented in all sectors, specially technology.
Some academics contend that women are less likely to pursue degrees in STEM even in countries where there is already a culture of gender equality. This behavioural pattern involves teaching topics to girls when they are still very young. It has come to surprise many like University of Essex professor Gijsbert Stoet who says, “It is a paradox…. nobody would have expected this to be the reality of our time”.
Maddy Savage’s write-up for the BBCwebsite, “the paradox of working for the world’s most equal countries,” appears puzzling. Even in Denmark, the most inclusive country in the world, “mainly white males sit at the top of many of the best-known corporations.” One explanation is that women prefer to work in public sector which limits the pool available for top private sector roles.
Engineers and IT specialists are already in short supply in the Nordic labour market. According to a study, it will soon be necessary to solve the problem because new technology will be created practically entirely by men. In the Nordic labour market, women have established themselves in the service industry. According to a survey, women have benefited most from the region’s service industry, which accounts for 80% of all employment.
Women in the tech sector continue to face toxic and gendered environment. The so-called male technical prowess as an organising principle marks the work culture. As the UN’s Economic and Social Commission for Asia and the Pacific points out, the existing under-representation of women in the technology industry is reinforcing social inequalities. “It is meaningless to talk about technological advancements if half of the population is being left behind.”
It is ironic that such gender inequalities should exist while the world embarks on the Fourth Industrial Revolution. Another worrying trend is that the Covid -19 pandemic impacted men and women differently “exacerbating current asymmetries and risking a reversal of progress made towards closing the gender gap.” Gender stereotypes have led to a gendered division of labour in the tech industry.
In 2021, the percentage of women in CEO positions globally was a mere 5.5 % and in STEM fields, it was only around 3 %. A way forward would be women’s larger presence in the STEM careers. That will not only lower the untenable existing disparities, it will embolden other women to follow suit.
Nalini Malani, a contemporary Indian artist whose creative works reflect pressing feminist issues, says that though science and technology have given us so much allowing us to talk to each other over oceans, “the human psyche hasn’t kept abreast.” However, Malani is confident that “the future is female’ and the world needs the instinctual knowledge of the female side of our brains, “otherwise we are doomed.”
Meta, the parent company of Facebook and Instagram, has announced that from February 2023 teenagers will only receive ads based on their age and location. It has also announced that it will be “removing gender as a targeting option.” It is perhaps too late, too little but it is a welcome move. If the big tech companies don’t mend their ways, they will be blamed for what Churchill chastised the Balkans: “they produce more history than they can consume.” They will be judged by the new generation for showing their own shame.
*Jisha Jacob has done Masters in Political Science from University of Delhi
Political Failure and Economic Crisis: Case Study of Sri Lanka
Sri Lanka is currently experiencing a severe economic and political crisis that recently resulted in a default on debt obligations....
Brazil and Argentina preparing new Latin American currency to ‘reduce reliance on US dollar’
The governments of Brazil and Argentina are making plans to create a new currency for Latin America, called the Sur...
Burkina Faso: Former colony orders French troops to leave
Burkina Faso has demanded the withdrawal of French troops stationed on the territory of the West African nation, local media...
MBS policies: Are a threat to the Washington-led Global Order or not?
Amid the Ukraine crisis, Riyadh’s policy towards Washington took a bitter shift. The years-long loyalty of Riyadh towards Washington began...
China’s Deflating Population: The Economic Marvel in Eclipse?
So China’s population shrank last year. I admit my first instinct was … well, isn’t this a good thing? I...
American Democracy Remains Under Peril
The democratic system of government in the United States underwent an unprecedented test two years ago when supporters of President...
Davos more of a show, no longer so important
“Davos has become more of a show, it’s no longer so important”, concluded Liviu Muresan from Eurodefense Romania at the...
Economy3 days ago
Egypt’s “Too Big to Fail” Theory Once Again at Test
Finance3 days ago
Ray Dalio: Dollar-dominated global order is ‘fading away’
Economy4 days ago
Pakistan’s geo-economic policy and regional connectivity
Africa4 days ago
Janet Yellen: U.S. Focuses on Business Investment and Infrastructure Development in Africa
Energy4 days ago
Azerbaijan seeks to become the green energy supplier of the EU
Economy3 days ago
Sanctions and the Confiscation of Russian Property. The First Experience
Eastern Europe4 days ago
Lithuanian society is left shaken by plans to raise retirement age
Reports4 days ago
2023 Deloitte Global Marketing Trends Report Outlines Opportunities in Uncertain Times