Category: Ungleichheit

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Random randomness

In textbooks or courses of statistics, just as ordinary experiences with throwing a dice, we assume the perfect dice. This means the dice is assumed to have equal probabilities to roll on each side. Further, each throw of the dice of a sequence has an independent equal chance for each number to come up. To determine a “fair” dice we would throw the dice a thousand times to check, whether the probability of each side is about equal. However, the world of dices is not perfect and temporary or persistent margins of deviation are part of the real world. The weekly lotteries demonstrate this over and over again. Playing around with different shapes of dices makes the issue of probability tangible. Well worth to explore further empirically as well as a topic for inspiration of new approaches to learning about statistics. (Image: Dices produced by “devinsdice” Berlin 2026-5-5)

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Given then Chosen

Family is first given and only later in life family becomes a matter of choice. This is a rather sequential perspective on family matters. A lot of ethnological as well as sociological research shows that the shadow of the given family can reach long into an individual’s later life. It is essential to be or become aware of the mutability of what constitutes a family. The ethnological variability across the globe of the norms and legislation that govern families is amazingly broad. The interference of religious beliefs and practices have always attempted to gain access to the nucleus of family life as an attempt to influence the “given part” of family.
It is a much more complex issue to understand and research the “chosen part” of partnership trajectories in a broader sense and from a life course perspective (Fasang et al. 2024). The social background and upbringing in a broad sense have a lasting impact on most people. However, there are enormous degrees of freedom to later on choose your friends, family or families. Societies across continents have chosen and invented particular rites of transitions between families and how to bridge networks. It is amazing that we tend to devote so little thought to this nucleus of our societies. 

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Pictures at an exhibition

The playlist on Spotify, which accompanies the exhibition “Unforgettable” in Ghent, is an interesting extension of the unforgettable artists into today and tomorrow. You may be inclined to share your opinion in the way Maria Iskariot does it in “Dat find ik lekker” or more like Sophie Straat in “Dansen met de dood”. Anyway, women artists are coming front stage and this is great news despite all the backlashes we, unfortunately, witness in the 2020s. The curator of the playlist Murielle Scherre has managed to take us, a bit like the exuberant Modest Mussorgsky in his “Pictures at an exhibition”, beyond the marvelous exhibition rooms to a broad exploration of contemporary women artists’ world of imagination in music, visuals and songs. A great intergenerational accomplishment. 

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Forgotten but Unforgettable

Many women painters and artists who worked during the 17th and first half of the 18th century have been forgotten until recently. The galleries of the time and many years later gave little attention to the women artists of that time. Most of them were relegated to be of minor importance in the course of art history. The exhibition of the Museum of the Fine Arts Ghent in Belgium has accomplished to rectify this place of women painters in art history. The fine pieces of art, ranging from painting to sculptures, were frequently signed by men, probably to achieve higher market values and become visible in the public sphere at all at their time.
The exhibition is a kind of a revelation of how difficult it was for women to move from an “object of art” to be the subject painting including painting themselves. This also dealt with the view or regard of others towards women. Additionally, the exhibition features a section on “Social Expectations”, which deals with the expectations of the Flemish and Dutch societies towards women. Family values, marriage, wealth and social status were of utmost importance.
These women painters were forgotten far too long, but have staged their comeback as “Unforgettable” in the 21st century.
(Image: “Pictura at an exhibition” taken in the MSK Ghent 2026-4)

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Jobs First

The Berlin demonstration of the 1st of May has chosen to put „Jobs First“. Jobs before profits is a widely accepted claim by trade unions to highlight the importance of work in our societies. Particularly in times of robots and AI taking jobs away, this motto is well chosen as a principal risk in 2026. The current technological innovations seem to aim primarily at the maximization of profits for companies rather than the benefits for society as a whole.  The Berlin parade on the 1st of May managed to achieve a great mobilization, which is a great success for the labor movement and a demonstration of power and solidarity when in many countries basic employment rights and even the 1st of May as a social tradition is attacked.

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AI data Input

If you ever wondered where the information from AI and AI chatbots comes from, you will not be surprised that this webpage schoemann.org is regularly solicited for such purposes. The number of crawlers, that do so, is quite large. The ability to trace what exactly they are harvesting on your website, is quite a tricky issue. At least a basic awareness of how the internet has been transformed in the last few years becomes evident through the comparison of unique visits, many through search engines like Google search or others, with the amount of contacts by AI-associated crawlers (see slide from own webpage below).
During he last month up to 2026-4-27 there were about 75.000 contacts, compared to 93.000 during the previous month.
At first sight, AI chatbots have largely outnumbered the “personal visits” of my webpage (see evaluate web analytics). On the other hand, I have no information of how many visits are, (at least potentially) re-directed hints from AI chatbots to my content.
In terms of “traffic” for a webpage, the information of how the AI-driven or AI-assisted search operates with other persons’ contributions will be the challenge of the coming years. If AI chatbots had to pay 10 cents per visit, I would have a comfortable pay every month from this content use. The issue of AI paying for access to reliable and high quality content has to be dealt with sooner rather than later. You may prompt a chatbot on this issue.
Meanwhile: My New Book on AI is out Now 2026-4-28:
“AI and Social Science: Potentials versus Limitations” by Dr. Klaus Schoemann, online reading and free download (here) before implementation of Paywall later on.

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Electricity generation

On a global scale, electricity generation based on wind and solar has been growing quite fast since the year 2010-2024. Wind and solar have outpaced nuclear energy production as well as the stagnant sector of water based energy production. The Global Electricity Review by EMBER provides the statistical evidence for this evolution in 2025.
The interesting evolution arises mainly because countries with a lower level of GDP have invested heavily in solar and wind energy as this form of decentralized energy production does not need heavy investments in network infrastructure. Countries with larger population growth can keep up with electricity generation according to local needs. Local production and consumption become a key in strategies of local development. The finding that households in low-income countries use on average only 1 kWh per day is an amount that 2 small solar panels can already cater for (example image below).
Countries next to the equator have relatively constant days of 12 hours daylight across a whole year. The feasibility of no-carbon sustainable energy production is driving global growth in this sector.

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Dementia Prevention

The United Nations reports on countries’ activities like dementia prevention plans. Focus is on the medical sociological analysis in which dementia is not only determined by a person’s individual life course, but it is also a society-level issue. Looking at dementia prevalence and incidence over time as well as major known risk factors, Mukadam et al. (2024) conclude that low education level, smoking, obesity, hypertension and diabetes all contribute substantially to the risk of dementia. The trick with education is simple. If you start on a dementia trajectory from a high level of education, it will take longer until you are fully dependent on other persons. For the other causes there intrinsic or genetic components, but a large share of dementia risks can be reduced through behavioral changes early in life. My all time and all ages favorite is walk whenever and as long as you can.

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Urban rural voters

On Sunday 2026-3-22 local elections of the 2nd round took place in France and some parts and cities in Bavaria. The voters have in both instances confirmed the hypothesis that voters have very different preferences for political parties along the cleavage of urban versus rural voters. The sociological issue consists in the different socioeconomic as well as educational backgrounds of the populations. Across the 2 countries inner cities have environmental issues, safe transport and rents as major concerns. In rural areas a feeling of being disconnected and left behind is frequently the predominant concern, often in terms of lacking transportation infrastructure. Voters on the local level have a more direct connection to their elected politicians and scrutinize implementation as well as promises more closely. This is a much more complex issue for voters on the national level as more topics enter the equation. The political agenda, therefore, differs substantially for urban and rural voters. This is a tough challenge for the nationwide campaign teams to test the validity of their agenda locally as well. 

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Trust or not to trust

… that is the question. The social science research on trust, distrust or corruption is expanding rapidly. As in some other fields of research the increase in research itself becomes an issue of trust in science as the uncontrolled use of AI has produced an inflation of pseudo-scientific papers as well (Link). However, the finding by Spadaro et al. (2020) that interpersonal trust (trusting beliefs and behavior) is influenced by a general feeling of security as well as trust in institutions is supported by experimental and interview-based research.
There are still many challenges to the research in this field. The “feeling of security” has an overall component, but also several subcategories like the objective or subjective feeling of job security, which is dependent on national and collective systems of employment protection legislation. Economic security or security of a sufficient retirement income might be at times considered more important than (in-)security in cities or the countryside. Differences of the mechanisms by gender and age have to be studied in detail as well, which necessitates large data collections on the issues. Churches that used to be considered as trustworthy institutions or the police forces have been accused of abuses of the high trust placed in them in the last few years. These 2 examples demonstrate that trust itself is a dynamic issue with ups and downs over time, rarely constant over time. Game theoretical considerations add further to the view that trust might be used as a strategy just like economic power. (Image: Cathedrale de Meaux) 

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Holistic public health

Based on case study in Queensland Australia, Boocock et al. (2026) propose the wider application of holistic public health laws. Due to effects of global warming the local burden of disease may rise due to larger scale floods and subsequent growth of for example mosquito populations that transmit infectious diseases. It will be necessary for societies to understand the processes behind the growth of mosquito populations and what can be done to prevent and protect oneself from the consequences. This is not only an environmental issue, but also an issue of continuous learning across all strata of society. Neighborhoods tend to suffer the same impact of chemicals used or the spreading of diseases like Dengue or malaria. The case study makes a convincing argument about the intrinsic relationship between the social and environmental processes at work. 

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Rule and divide leadership

We have known the leadership style, which has been coined as “rule and divide”, at least since the Roman imperial period.  In conquered countries it was a strategy to rule by way of creating divides between peoples or regions within a conquered country. The struggle for power within a country is likely to avoid that a powerful opposition to the occupant can build up. What is well researched in the history of international politics, has also been applied to the realm of management strategies. Anthony Galluzzo demonstrates that the strategies of management often attempt to split the workforce in at least 2 different camps in order to better keep employees and their trade unions under some sort of control. For society as a whole, so-called dual labor market theories have hypothesized the existence of such management strategies since the 1980s. With the labor practices in food and grocery deliveries as well as in taxi services such management strategies are applied again. “Old wine in new bottles”, but still seems to sell and catch on. (Image: extract from Butler Charles, 1637, Monarchia faeminina)

 

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Time and power

Who commands our time? Who commands your time? Both macro- and micro-level analyses of power relationships related to time need to be investigated. Time policies are most obvious when it comes to regulations of working time, permissions of business hours or so-called bank holidays. On the micro or individual level, it is often the question of who spends more time on work, care and repair. Hourly wage rates have been claimed by economists to guide or decide societal time spent on one or the other activity. An extension of this rationale with an overriding objective of happiness might considerably change the impact of power relationships on time. Longer time perspectives on health shall also shift the view of how power impacts the time spent on various activities. Time sovereignty is a precious value in its own right.
The power play between employers and employees keeps shifting the balance, albeit the overall trend over the last 100 years has been towards a reduction of working time and increased time sovereignty of employees as a form of democratization of working life. This constitutes one form to share the benefits of productivity gains over decades as well. (Image clock on Berlin City Council building on labor day 2025).

 

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Multilateral world

In the relatively brave new world of 21st century, it is not only a question of how the super powers like the USA, China and Russia shall push their strategic goals, but also what role so-called „Middle Powers“ will play. Europe and the European Union will have to make up their minds, whether they want to belong to one or the group, individually or jointly. New as well as shifting alliances seem to be a realistic scenario. Coalitions of middle powers will be effective counterparts to the threat of domination by a single or joint brutal force of superpowers. The power of interference of middle powers in the confrontation of superpowers is considerably higher if they were to collaborate more effectively than with each of the superpowers previously in a simple 2 opponents game of chess, much more familiar to us so far. (Image: Game of chess with 4, 5 or 6 players on the same board, here adapted from chessboard for 4 players, source: greenchess.net webpage)

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Democracy in art

The depiction and imagery about democracy in the history of art is according to my own anecdotal evidence and visits across Europe much less frequent than depictions of royalty, mystery like religion or autocratic rulers. Therefore, visits of museums on art history, let us say prior to the impressionists, have to be approached with an obvious skepticism. The impressionist art movement rebelled against the official art academy and started their own salon and are still much acclaimed for this as well as the fight for their own vision of art. The worst authoritarian backlash came from the Nazi-terror, which annihilated large parts of democratic ideas in and about art. A second major issue is about who visits the museums in contemporary societies. Democratizing the crowd who visits art museums is a steep task. Ease of access also beyond  costs of entry, they still pose barriers of access to reach a representative sample of a population to participate in art. (Image Kunstforum new barn in construction).

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Art and fashion

There is fashionable art and arty-ish fashion. The links between art and fashion are manifold and new explorations of the link are always an interesting variation of the original theme. The Berlin “Gemäldegalerie“ has added a contemporary perspective in connection with Berlin fashion week 2026 to the already rich collection on the topic. The exhibition confronts the craft of the world of fashion represented by the dresses on actual display with photographs of those dressed worn by models against the backdrop of the historic inspiration. Add sound and video to this format and you will be close to total immersion into the world of art and fashion yourself. Art and fashion may be a part of all us, not only the privileged few in society. It is most of all a question of crafts related to art, design and fashion, which dominates the creative process. A strong message from all involved in the project to the visitors.

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Multiple clocks

There is nothing more confusing that multiple clocks that are ticking away without being synchronized, which means, they ought to show the same time. A medical and social science perspective on multiple clocks, however, builds on the fact the different social processes run with different speed, i.e. multiple clocks are ticking in parallel but one may be more advanced than the other. The study of longevity has recently acknowledged that each human organ is aging at its own speed and if the time to failure is close for the liver, the time until problems of your heart might still be far off. Overall longevity is determined by the time to failure of a major organ, despite the fact that multiple clocks of organs are running in parallel.
The can be observed for social processes where, for example, the timing of unemployment or retirement might be dependent on a parallel process of a household dissolution causing a peak in stress. Overall life satisfaction, therefore, depends largely on multiple clocks that might be running in a synchronized or not-synchronized manner. Hence, we all live with multiple clocks ticking inside us and around us. The illusion is, to believe that time is just a single, unique measure.

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Art Station

Mobility takes time. All people who travel frequently know the long waiting times at train stations. Be for commuting between places or long distance travel, we can hardly escape from the moments when time gets long and longer. The Paris train station Gare de l’Est has brought art in form of posters to the station as a kind of accessible micro-exhibition. The cooperation with the Petit Palais in Paris allows to give more people a taste or at least an appetizer to art work. Most people rush by, but some spend some minutes reading, inhaling exhaling, and continue to their destination or next date. In the battle for attention such initiatives like art in the station hold societies together. People with very different horizons cross each other for short moments in time.

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Premium for silence

People are willing to pay a premium on housing prices for a more silent environment. In the study Enrico Moretti & Harrison Wheeler (2025) estimate that the construction of a silencing wall near a noisy traffic junction or road will increase prices for every decibel of noise reduction by about 3%. Distances closer to the noise shields get higher increases and this mechanism works even up to 400 meters away from the isolation. The investment in decibel noise reductions (not statistical noise) meets a willingness to pay a premium on housing prices. Investment in positive environmental effects (silence) have an obvious marketable premium value. This is most likely just the obverse effect that noise nearby housing is penalized and part of the social mechanism of gentrification. Housing prices and rental costs are known to be powerful drivers of gentrification as well.

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Metabolic harm

At the beginning of the 21st century the lack of physical activity for large parts of society has become a major risk of and cause of metabolic harm. We have become used to a sedentary lifestyle and the digital access to distractions and information have encouraged further immobility. Alex Broom et al. (2025) stress the importance to include social and governmental interventions into the many existing medical, pharmacological and technological interventions. The authors advocate a rather holistic approach to really make a difference. The obesity trends cause metabolic harm of an  unprecedented size. We have to rethink mobility patterns and other behavioral changes into our daily routines to bring back more stimulation to our metabolic system.

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Saint-Simon Utopia

Towards the end of the 18th century and during the early 19th century, the early signs of what the industrial revolution would mean for the working people became visible. Saint-Simon had lived through the ups and downs of the French revolution himself and had been to the Americas with La Fayette before he developed his utopian socialist vision of a unified class of working people, which for him included blue as well as white collar workers. At the advent of the 2nd industrial revolution through general and agentic Artificial Intelligence (AI) in 2025, we shall most likely witness a renewed interest in utopian scenarios and grand ideas of what the future of technology, society and humanity might be like. In 2026 we shall re-read Saint-Simon quite a bit in order to learn about ways to make sense of arising trends and how to come up with a positive utopia that can motivate people to thrive again for more equality within and between societies. 

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Positive negative Utopia

We have been used to distinguish between a positive or a negative utopia. The idea of a paradise is usually associated with a positive utopia, however, from the perspective of mankind being unable to live together without the idea of God being the ultimate arbitrator, this is more like a negative utopia. The industrial revolution and communism as the utopia to spread wealth equally across generations and all people, have been turned into negative utopia by dictatorships and authoritarian regimes. The fascist ideas of superiority of a race has also turned into negative horror and Nazi-terror. Hence, skepticism is in order, if either form of utopia is advocated. There are numerous examples of unintended or not explicitly stated consequences that have to be considered as well. (Image: Extract from Salvador Dali, Looming Danger Alarm, 1934, Neue Nationalgalerie, Stiftung Pietzsch)  

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Future of work

The beginning of the 3rd millennium has brought about several fundamental changes of work and employment. What had previously been thought of as utopian in the realm of work, has become a normal feature of work. Just like in the historically grounded, utopian perspective described by Bernard Gazier “Tous sublimes” (2003) we have a growing group of employees and self-employed persons who enjoy privileged positions on the labor market with sufficiently high salaries and access to mobility on the labor market at their own discretion. In addition to these examples described in Gazier’s utopian perspective, the 2020s added permission of remote work from anywhere and use of AI-assisted technology and robotics. A previously utopian view of the future of work has become a reality for many more people nowadays. The utopian element no longer is the how this world of work might look like, but how many people will enjoy the benefits of the technological progress. With a substantial increase of the efficiency and productivity of work, the distribution and sharing of the fruits shall become even more important. We have entered into a new phase of “the brave new world” of work as of 2025. (Image: Graffiti Berlin 2025-12).

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Multilingual aging

Some myths, for example about the effects of multilingual competencies on brain health, continue to hunt people. The proponents of a monolingual world are widespread and have in some countries fatal historical heritage. The study by researchers  (Amoruso et al. 2025) use data from 86.000 persons in Europe  (SHARE Database, waves 1-9) from several countries. They show the better aging of brains for bilingual persons and even more so for persons practicing multilingual 2+ languages. The “domain-independent protective effect of multilingualism” for healthy brain aging is very robust and works after statistical accounting for other potentially intervening factors like socioeconomic or institutional factors. Some known stressors like migration, however, which operate often as psychosocial stressor, can have similar negative effects just as alcohol consumption and sleep disruption. Multilingualism and the correlate of multiculturalism keep a brain “on its toes” and contribute significantly to our healthy brains.  

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Telework Challenge

There is a seminal trend that many employees prefer to have a choice to work on the premises of the employer or remote from home. This flexibility has become a major element of collective bargaining on work and time in larger companies in order to clarify rights and obligations.
In France it is about 1 in 5 of employees who do telework one day per month (1 in 6 in Nouvelle Aquitaine). The higher up in the hierarchy a person is, the more likely s/he is to do telework. Higher levels of educational attainment and seniority in a company also improve the access to and use of telework. There are still many employees who would like to do telework in their jobs, which technically could be done remotely, but who cannot do it (1 in 3). Most of those are denied the possibility by their employers.
Data from a survey in Germany from 2014 showed that before Covid-19 men were worked more often remotely than did women (Lott & Abendroth, 2019). The latest figures from France 2024 show that women have overtaken men as remote workers (Askenazy et al. 2025). As working from home has become more a part of the “standard employment relationship” today, the fears of loosing out on career opportunities due working from home seems to play less of a role nowadays, probably for both gender. Compared to 2014 the costs of equipment and availability and ease of installation of fast internet have become more affordable and might push the spread of telework even further.
The data from France show a strong positive correlation of remote work and commuting distance to work. Hence, long commuting distances “drive” more people into telework, which makes a lot of ecological sense, too.

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Sociology in Theatre

Thanks to the inspiring direction by Denis Podalydès of Molière’s “Les fourberies de Scapin” we can experience the fruitful application of sociology to classical theatre production. This combination of thoughts has been performed at the “Comédie Française” for more than 7 years in 2025-11. The accompanying booklet of the performance mentioned the ample inspiration of Denis Podalydès by the French sociologist Pierre Bourdieu. Personalities in Molière’s theatre are represented as incarnations of the “habitus” each character stands for. Such an interpretation of the roles in the theatre play, raises awareness about the subtle differences between personalities. Even two rich men may differ in their habitus, because their fortunes are of different size or kind, yet they may share even more personality traits. Molière was a particularly crafted author, director and actor to stage such subtle differences, which are embedded into societies often across generations.  

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Colette The Cat

The novel “The Cat” (La chatte) was written by Colette with a view on the emancipation of women. The main character “Camille” freshly married to her husband is terribly jealous of the cat 🐈‍⬛ of her husband Alain. In order to deal with this situation she dropped the cat from a window in a moment of anger. As her husband seemed ready to divorce her due to this incident she claimed that her husband defended higher moral standards for the cat than for her psychological wellbeing. The novel certainly raises the issue of hierarchy of rights and duties. The moral dilemma highlights the schism of animal rights and/versus human rights. This specific issue seems to be resolved in the modern context, where both animal and human rights are protected in parallel. On a more abstract level, however, our relationship with animals and nature requires us to balance the rights and relationships again and again.

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Polypharmacy issues

As we age, we become more likely to confront polypharmacy issues. Polypharmacy is defined as taking 5 or more medications per day. The study reported in The Lancet healthy longevity by Payne et al. 2025 had participants with a median of 4 health conditions and a median of 8 prescriptions. Even a comprehensive set up which involved several experts from medical doctors and pharmacists did not manage to achieve a significant improvement in polypharmacy outcomes in this experimental study with otherwise carefully matched intervention and control group. However, the mental health (measured in patients as “health-care-related quality of life”) slightly increased and the “treatment burden” experienced by patients was slightly reduced.
In combination with a previous study the probability of errors in nurses, who are the prime persons responsible for the administration of medications in institutionalized settings, the reduction of potentials for errors like they are to be found in polypharmacy should continue to be a prime target of this research in future. Together with the knowledge about the prevalence of functional illiteracy at older ages, polypharmacy remains a critical issue on the public health agenda beyond the experimental settings in this study.

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Tether thy liver

There are few of us who take our liver seriously. Yet, this big organ plays a central role in our body to regulate metabolism. The obesity pandemic in western countries increases health risks, just as excessive alcohol consumption increases risks of liver dysfunction. Additionally, viruses increase the risk of failure of this organ.
Each of these risks as well as any combination of one of the risks with another one have led to rising public health risks. Several studies since 2020 have highlighted these increased risks for populations in general. The risks, however, have an unequal spread across subgroups of society. A recent comment based on the research of the INSERM U955 team in “The Lancet Regional Health” by Brustia et al. “Liver-related mortality strikes hardest where deprivation is greatest.” Health inequities consist in the lack of income available to buy healthy food or in untreated alcohol addiction, both more common in poor people.
In order to tackle the inequity, the team of medical doctors call for a shift in awareness. Structural reasons like diagnostic delay, remoteness or health literacy are just as important as individual predilections like nutrition or lifestyles. Inequality in access to health and ability to afford a healthy lifestyle have become serious drivers of social inequality in the 21st century.

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Popular Sociology

Sociology, like other social science disciplines, has often difficulties in reaching bigger audiences. However, in combination with a museum which specializes in the history of a big city like Paris, the insights can suddenly become very popular. The “Musée Carnavalet of the history of Paris” has mounted an exhibition, which builds on the population censuses of 1926,1931 and 1936. The access to the complete original records of 3x about 2 millions of people has become a national treasure for social scientists and the public at large.
People flock to the exhibition. Some do it to learn about the past of their districts or streets. Others to learn about historical facts, which are sometimes linked to the family anecdotes and broader historical narratives. Out of this interest grows an understanding of macro- and micro-level social processes, which makes use of basic statistics.
People ask themselves: Is your (family) story unique or is it part of a more general pattern or social process like urbanization or social mobility.
(Image: original census recording sheet – Paris)