#Statistical trend analysis

[marketxcel]

What Is Trend Analysis in Research? Types, Methods, and Examples

Explore the essence of trend analysis in research, encompassing its diverse types, methodologies, and real-world examples. Unravel the significance of tracking trends to glean insights and make informed decisions in various fields.

[mangled-by-disuse]

I have such mixed feelings about the love languages thing specifically, because, like, gary chapman fucking sucks and there's no scientific validity to his work BUT

at the same time, i do think there's some value in recognising and discussing the fact that different people need different expressions of love in different amounts? Especially in relationships.

Like, I have just recently been having a discussion with my partner about how he really doesn't tend to express his affection through gifts, whereas (as someone who is mega-bad at expressing sincere feeling) I do rely heavily on giving gifts and doing things for people as a less scary way to express love. Joe doesn't like giving gifts, because he's scared he'll do it wrong, and is only so-so on receiving them. He prefers to express love through physical contact and saying nice things. I hate having nice things said to me unless I am allowed to immediately rebut them with a joke or sarcastic comment that makes them less scarily close to emotional honesty. too many words of affirmation and i will genuinely just start avoiding you because it is painfully awkward to me.

and none of that means we are fundamentally different categories of people, which is where the 5 Love Languages stuff falls into being absolute bollocks. but I have seen, and done, enough throwing the baby out with the bathwater on that to be a little defensive - I think reasonable applications of the concept are actually really quite valuable. and for me, the taxonomy Chapman suggests (words of affirmation, quality time, gifts, acts of service, physical touch) while not at all exhaustive or thorough, is a useful framework to hang those conversations on. bc, like, no, the way people communicate and receive affection is not universal, and from personal experience, assuming that it is can have really significant problems for a relationship.

...you could argue that this is parallel to BMI in terms of "tools being used in totally not the way they should be used" though, tbf.

I can't keep having the same conversations about love languages, mbti, iq, bmi, "brain fully formed at 25" and shit over and over again...

[skyquest-market-research]

Industrial Water Treatment Chemicals Market Growth, Drivers, and Key Insights

The global industrial water treatment chemicals market is witnessing significant growth as industries across the globe emphasize water conservation, regulatory compliance, and environmental sustainability. According to SkyQuest Technology, the market is anticipated to reach USD 21.23 billion by 2031, growing at a CAGR of 4.9% from 2024 to 2031. The rising demand for clean and treated water in industrial processes is driving the adoption of advanced water treatment solutions worldwide.

Market Drivers: What’s Powering the Growth?

Several factors are contributing to the growth of the industrial water treatment chemicals market:

Stringent Environmental Regulations Governments worldwide are enforcing strict regulations to limit industrial discharge of untreated wastewater, increasing the adoption of water treatment chemicals to comply with these laws.

Increasing Industrialization Rapid industrial growth, especially in developing economies, has intensified the need for effective water treatment to ensure efficient processes and reduce operational costs.

Rising Water Scarcity Growing concerns about freshwater scarcity are encouraging industries to recycle and reuse water through advanced treatment processes, boosting the demand for chemicals such as flocculants and coagulants.

Focus on Sustainable Practices Companies are increasingly adopting eco-friendly and biodegradable treatment chemicals to align with global sustainability goals.

Request a Sample Report - https://www.skyquestt.com/sample-request/industrial-water-treatment-chemicals-market

Key Market Segments: Breaking Down the Industry

The industrial water treatment chemicals market is categorized based on product type, end-use industry, and region:

1. By Product Type

Coagulants and Flocculants: Widely used in primary water treatment for removing solids and impurities.

Corrosion and Scale Inhibitors: Essential for maintaining pipeline integrity and preventing scaling in industrial equipment.

Biocides and Disinfectants: Used for controlling microbial growth in water systems.

pH Adjusters and Stabilizers: Maintain optimal pH levels for efficient treatment processes.

Others: Include anti-foaming agents, chelating agents, and oxidants.

2. By End-Use Industry

Power Generation: High water usage in cooling towers and boilers drives significant demand.

Oil & Gas: Treatment chemicals are used for water injection and refining processes.

Chemicals and Petrochemicals: Require large volumes of treated water for manufacturing.

Food & Beverage: Ensures water used in production meets strict hygiene standards.

Textiles: Water treatment is critical for dyeing and finishing processes.

Others: Includes paper & pulp, pharmaceuticals, and mining industries.

Speak to an Analyst - https://www.skyquestt.com/speak-with-analyst/industrial-water-treatment-chemicals-market

Regional Insights: A Global Perspective

North America

The North American market is driven by stringent environmental regulations and the need for efficient water management systems in industries like oil & gas, power, and manufacturing.

Europe

Europe’s focus on sustainability and the adoption of green chemicals is propelling the market. Countries like Germany, France, and the UK are leading in industrial water treatment innovations.

Asia-Pacific

Asia-Pacific is the fastest-growing region, with rising industrialization in countries like China, India, and Southeast Asia driving demand. The region’s water scarcity issues further boost the adoption of advanced treatment chemicals.

Rest of the World

Regions such as the Middle East, Africa, and Latin America are witnessing growth due to expanding industries and increasing water reuse initiatives.

Top Companies in the Industrial Water Treatment Chemicals Market

The market is highly competitive, with leading companies focusing on innovation, sustainability, and strategic partnerships. Key players include:

Ecolab Inc.

BASF SE

Kemira Oyj

Suez S.A.

Kurita Water Industries Ltd.

The Dow Chemical Company

Solenis LLC

Ashland Global Holdings Inc.

Lonza Group AG

SNF Floerger

Buckman Laboratories International, Inc.

Veolia Water Technologies

AkzoNobel N.V.

GE Water & Process Technologies

NALCO (An Ecolab Company)

Make a Purchase Inquiry - https://www.skyquestt.com/buy-now/industrial-water-treatment-chemicals-market

Trends Shaping the Future of Water Treatment Chemicals

Development of Green Chemicals The industry is shifting towards biodegradable and sustainable water treatment chemicals to reduce environmental impact.

Automation and Digitization The adoption of IoT and AI in water treatment systems is enabling real-time monitoring and process optimization.

Focus on Water Reuse Growing investments in water recycling technologies are increasing the demand for advanced treatment chemicals.

Innovations in Chemical Formulations Companies are investing in R&D to develop multi-functional chemicals that offer enhanced performance.

The Road Ahead for Industrial Water Treatment Chemicals

The industrial water treatment chemicals market is poised for robust growth as industries continue to adopt sustainable practices and advanced technologies. With increasing water scarcity and stringent environmental norms, the demand for innovative treatment solutions will remain strong.

Leading companies are expected to focus on green innovations and strategic collaborations to meet the rising global demand for efficient water treatment chemicals.

Access the Full Report Here - https://www.skyquestt.com/report/industrial-water-treatment-chemicals-market

[skyquestsblog]

Biochar Market Analysis: Growth Trends and Opportunities Through 2031

Biochar Market Analysis: Growth Trends and Opportunities Through 2031

The global biochar market is experiencing remarkable growth as industries and agricultural sectors increasingly recognize its benefits in soil enhancement, carbon sequestration, and sustainable waste management. Biochar, a stable form of carbon produced from biomass pyrolysis, is emerging as a key player in mitigating climate change and promoting circular economy practices. Here's an in-depth look at the market's insights, segmentation, dynamics, regional trends, and emerging opportunities.

Market Insights: The Growing Demand for Biochar

Biochar's multifunctional benefits, such as improving soil fertility, reducing greenhouse gas emissions, and enhancing water retention, are driving its demand across various applications. Its increasing adoption in agriculture, horticulture, and waste management aligns with global sustainability goals. Moreover, the rising focus on renewable energy sources and carbon offset mechanisms is further propelling the market's growth.

Segmental Analysis: Biochar Applications and Feedstocks

The biochar market is segmented based on applications, technology, and feedstock sources:

Applications:

Agriculture: Biochar enhances soil quality, promotes crop yield, and reduces the need for chemical fertilizers.

Animal Husbandry: It is used as an additive in animal feed and bedding, improving livestock health.

Environmental Management: Biochar is applied for wastewater treatment, carbon sequestration, and air purification.

Technology:

Pyrolysis: The most common method for biochar production, known for its efficiency and scalability.

Gasification and Hydrothermal Carbonization: Emerging technologies focusing on improving yield and energy recovery.

Feedstock:

Biochar production utilizes agricultural residues, forestry waste, and organic municipal waste, making it an eco-friendly and cost-effective solution.

Market Dynamics: Drivers, Challenges, and Opportunities

The biochar market's growth is influenced by a mix of driving factors, challenges, and opportunities:

Market Drivers:

The increasing global focus on sustainable agriculture and soil health is a significant growth driver.

Government incentives and carbon credit mechanisms support biochar adoption as a tool for carbon sequestration.

Challenges:

High production costs and limited awareness among end-users can hinder market growth.

The lack of standardized quality parameters for biochar remains a challenge for widespread adoption.

Opportunities:

Advancements in biochar production technologies promise cost reductions and increased efficiency.

Expanding applications in construction and energy storage present new growth avenues.

Regional Insights: Global Market Distribution

The biochar market showcases distinct growth patterns across regions:

North America:

The region leads in biochar adoption, driven by advancements in sustainable farming practices and favorable government policies.

The U.S. dominates the market, emphasizing large-scale carbon offset initiatives.

Europe:

Stringent environmental regulations and a strong emphasis on climate action bolster the demand for biochar in this region.

Countries like Germany and the UK are focusing on biochar for soil remediation and renewable energy projects.

Asia-Pacific:

The rapid industrialization and agricultural expansion in nations like China, India, and Japan drive market growth.

The region also benefits from abundant feedstock availability and increasing awareness of sustainable farming techniques.

Latin America and Africa:

Emerging economies in these regions are adopting biochar for agricultural productivity and waste management.

Favorable climatic conditions and agricultural practices further support biochar utilization.

Key Market Trends: Innovations and Sustainability

Focus on Carbon Sequestration: The role of biochar in reducing atmospheric carbon levels and offsetting emissions is a growing area of focus globally.

Expansion into New Applications: Innovative uses of biochar in energy storage, construction materials, and environmental remediation are expanding its market potential.

Technological Advancements: Innovations in pyrolysis and hybrid production techniques are improving the scalability and cost-effectiveness of biochar production.

Circular Economy Practices: The integration of biochar into waste-to-energy and biomass management projects aligns with the global push for sustainable resource utilization.

Biochar’s Role in a Sustainable Future

The biochar market is poised for significant growth, driven by its expanding applications in agriculture, environmental management, and beyond. While challenges like high production costs persist, technological advancements and increasing awareness of its benefits are creating promising opportunities. As industries and governments work towards sustainability goals, biochar is set to play a pivotal role in shaping a greener and more resilient future.

[clivaldatabase]

What Are Biosimilars and Why Do We Need Them?

Being one of the leading database for clinical trials information, the Clival database helps by offering the necessary knowledge and data regarding biosimilar through reporting on clinical trials and drug development life cycle. It includes information about more than 500,000 clinical trials for biosimilars, which are highly similar biologic medical products to an already approved reference medicinal product.

[starlightkun]

hi! i’m the anon that asked if you would ever write for riize! thank you for answering i totally get what you mean!!🫶 but i wanted to ask if you have like any recommendations of blogs or fics about both nct and riize bc i’ve been searching and searching and can’t find any longer fics like yours!🫶

honestly i wish i had recs for you but im not reading a lot of fic lately, sorry!

[neturbizenterprises]

Supercharge Your YouTube Channel with VidIQ!

Unlocking YouTube success is within reach with vid IQ, the ultimate analytics and optimization tool designed for creators at any stage. This video dives into how vid IQ can supercharge our channels by enhancing keyword research, competitor analysis, and video performance insights. Whether we’re aspiring YouTubers or established creators, vid IQ offers features that help us optimize titles, descriptions, tags, and even thumbnails to boost engagement. With real-time statistics and trend alerts keeping us informed about what’s hot in our niche, it’s time to leverage these powerful tools for growth!

#VidIQ #YouTubeSuccess

[nnctales]

The Growing Need for Labor in the Construction Industry

The construction industry is facing an unprecedented labor shortage, creating a growing need for skilled workers. This demand is driven by several factors, including an aging workforce, increased infrastructure spending, and the evolving landscape of construction projects. Understanding these dynamics is crucial for addressing the challenges and ensuring the industry’s future growth. The Aging…

[dasset-engineering]

Best Manufacturer & Exporter of Self Tapping Screws in India: Dasset Engineering 

Self-tapping screws are essential components in various industries, known for their ability to create their own threads as they are driven into materials. In India, one company stands out for its excellence in manufacturing and exporting these vital fasteners—Dasset Engineering. Renowned for its commitment to quality, innovation, and customer satisfaction, Dasset Engineering has established itself as a leader in the self-tapping screw industry. 

Why Self-Tapping Screws? 

Before delving into Dasset Engineering’s contributions, it is crucial to understand why self-tapping screws are so valuable. Unlike traditional screws that require pre-drilled holes, self-tapping screws can create threads as they are driven into materials. This feature makes them incredibly versatile and efficient, reducing the need for additional tools and saving time during assembly. They are widely used in automotive, construction, electronics, and woodworking industries due to their convenience and reliability. 

Dasset Engineering: A Legacy of Excellence 

Dasset Engineering has built a strong reputation over the years as a top manufacturer and exporter of self-tapping screws. Their success can be attributed to several key factors: 

Quality Assurance 

Quality is the cornerstone of Dasset Engineering’s operations. The company employs stringent quality control measures at every stage of production, from raw material selection to the final inspection. Their self-tapping screws are made from high-grade materials, ensuring durability, strength, and corrosion resistance. This commitment to quality ensures that their products meet and exceed industry standards, providing customers with reliable and long-lasting solutions. 

Advanced Manufacturing Facilities 

Dasset Engineering boasts state-of-the-art manufacturing facilities equipped with the latest machinery and technology. These advanced facilities enable the company to produce a wide range of self-tapping screws in various sizes, designs, and specifications. Their manufacturing process is streamlined and efficient, allowing for high-volume production without compromising on quality. 

Innovative Designs 

Innovation is at the heart of Dasset Engineering’s product development strategy. The company continually invests in research and development to create innovative screw designs that cater to the evolving needs of different industries. Their self-tapping screws are designed for optimal performance, with features such as sharp cutting edges, precise threading, and superior holding power. This dedication to innovation ensures that Dasset Engineering remains at the forefront of the industry. 

Customization Options 

Understanding that different projects have unique requirements, Dasset Engineering offers customization options for their self-tapping screws. Customers can specify dimensions, materials, coatings, and other parameters to meet their specific needs. This flexibility makes Dasset Engineering a preferred choice for businesses looking for tailored solutions. 

Global Reach 

As a leading exporter, Dasset Engineering has a strong presence in international markets. Their self-tapping screws are in high demand worldwide, thanks to their reputation for quality and reliability. The company has a robust logistics network that ensures timely delivery to customers across the globe, making them a trusted partner for businesses in various industries. 

Customer-Centric Approach 

Dasset Engineering’s success is also driven by its customer-centric approach. The company prioritizes customer satisfaction by offering excellent after-sales support, technical assistance, and responsive service. Their team of experts is always ready to assist customers with their queries and provide guidance on the best solutions for their projects. 

Conclusion 

Dasset Engineering stands out as the best manufacturer and exporter of self-tapping screws in India, thanks to its unwavering commitment to quality, innovation, and customer satisfaction. Their advanced manufacturing facilities, innovative designs, and customer-centric approach make them a trusted partner for businesses across various industries. Whether you are in the automotive, construction, electronics, or woodworking sector, Dasset Engineering offers reliable and high-performance self-tapping screws that meet your needs and exceed your expectations. 

[cosmeticsandpersonalcaremarket]

The Flourishing Beauty and Personal Care Industry in India

The beauty and personal care industry in India is experiencing phenomenal growth, driven by a confluence of factors. From a market valued at approximately INR 850.7 crores (USD 105 million) in 2018, it's projected to reach a staggering INR 1,612.9 crores (USD 200 million) by 2026, reflecting a remarkable CAGR (Compound Annual Growth Rate). Let's explore the key statistics, growth catalysts, market trends, and prominent players shaping this vibrant space in the heart of Asia.

Market Size and Growth Trajectory:

Current Value: As mentioned above, the Indian BPC industry boasts a current market size of approximately INR 850.7 crores (USD 105 million).

Growth Drivers: Several factors propel the industry's remarkable growth:

Rising disposable income: Increased spending power allows consumers to invest in a wider range of beauty and personal care products.

Urbanization and changing lifestyles: Busier lifestyles in urban centers fuel demand for convenient and effective BPC products.

Growing awareness of personal care: Increased access to information and media exposure foster a focus on personal grooming and beauty.

E-commerce boom: Online platforms provide wider product selection and accessibility, particularly in Tier 2 and Tier 3 cities.

Market Trends Shaping the Future:

The Natural and Organic Revolution: Indian consumers are increasingly prioritizing natural and organic ingredients like amla, aloe vera, coconut oil, and argan oil, seeking alternatives to chemical-laden products.

Focus on Specific Needs: Brands are developing innovative products that cater to various hair, skin, and body concerns, such as hair fall control, anti-aging solutions, and targeted skincare for different skin types.

Men's Grooming Boom: The men's grooming segment is experiencing rapid growth, with brands offering specialized products tailored to men's needs and preferences.

Rise of Digital Influence: Social media influencers and beauty bloggers significantly impact consumer purchasing decisions, creating a demand for innovative and trendy products.

Market Players: A Mix of Domestic Powerhouses and Global Giants:

The Indian BPC industry is a competitive landscape with both established domestic players and multinational corporations vying for market share:

Domestic Powerhouses: Leading Indian brands like Marico (Parachute, Livon), Dabur, Emami, Himalaya Wellness, and Nykaa (a prominent online beauty retailer) hold a significant share in the market.

Global Giants: Established multinational corporations like Unilever (Dove, Sunsilk), L'Oréal, Procter & Gamble, and Estee Lauder also play a crucial role, offering a diverse range of beauty and personal care products.

Key Takeaways for Success in the Indian BPC Market:

Understanding the market dynamics is crucial for businesses aiming to thrive in this dynamic space:

Prioritize Natural Formulations: Develop products that cater to the growing demand for natural and organic ingredients.

Innovation and Specific Solutions: Focus on research and development to create innovative products addressing specific hair, skin, and personal care needs.

Embrace E-commerce: Utilize online platforms to expand reach and cater to a wider audience across India.

Men's Grooming Segment: Develop targeted product lines catering to the expanding men's grooming market.

Leverage Digital Marketing: Utilize social media and influencer marketing to connect with beauty-conscious consumers effectively.

Conclusion:

India's BPC industry presents a compelling picture of growth and vibrancy. By understanding the market size, growth drivers, key players, and evolving trends, businesses can capitalize on the immense potential this market offers. Embracing innovation, prioritizing natural ingredients, and adapting to changing consumer preferences are key strategies to navigate this dynamic and ever-evolving landscape.

[mi-researchreports]

Polyvinyl Chloride (PVC) Market is poised to grow at a CAGR of 4% by 2028. Increasing Application in the Healthcare and Medical Devices Industries is fueling Polyvinyl Chloride (PVC) Industry.

[arecaceae175]

Reblog bc I made the charts easier to read and now each character has a consistent color! Thanks to @linderosse for that suggestion! :D

And another disclaimer: the duo tag does not necessarily mean those characters or their relationship is the focus of the fic.

Linked Universe Fanfiction Statistics – Duos

I was interested in what the most common duos are in LU fanfiction, so this happened :D. These statistics are based on tagged fanfictions on AO3 (as of 9am EST 11/08/2023). I'm counting a 'duo' fic as one tagged with "Link 1 & Link 2," like "Twilight & Wild" for example.

First, here are some totals.

I interpret the percentages like this: if the percentage is higher, that character has the spotlight in more fics; if the percentage is lower, that character is more often a background character.

Some observations here: I don’t think it’s surprising that Wild has the most duo fics. I was surprised that Time’s rank changed so much from total fics to total duo fics. And poor Four has the least of all categories :(

Next, I made graphs of all the duos for each character. I’ll put them here in order of most to least fanfics. NOTE: the lefthand axis has different numbers for each link.

Lastly, I made five ranks for numbers of fanfictions for each specific duo. The ranks are: more than 300 fics, 200-299 fics, 150-199 fics, 100-149 fics, and less than one hundred fics per duo.

Some more observations:

I was very surprised that Legend & Hyrule had the second most. Good for them! I was expecting Warriors & Wind to be higher.

Hyrule and Four make up most of the < 100 category. Wild and Legend don’t show up in that category.

Four, Sky, and Wind are the only ones not in the top category. Four actually doesn’t show up in the top three categories, so none of the duos with Four have more than 150 fics. I also noticed that Wild’s least duo (145 with Four) is Four’s most.

Twilight has the highest range: it goes from 829 – 70. The smallest range is Four: 145 – 51.

There you go! This was super super fun. The autism was going brrrrrrrrr and I worked on this for like 5 hours straight. If anyone has any LU statistics questions, please share them with me! :D:D:D

[skyquest-market-research]

Digital Therapeutics Market Size, Share & Growth Drivers 2024-2031

The global digital therapeutics market is experiencing unprecedented growth, fueled by advancements in healthcare technology and the increasing adoption of digital health solutions. According to SkyQuest Technology, the market is projected to reach a valuation of USD 13.72 billion by 2031, growing at an impressive CAGR of 16.61% from 2024 to 2031. Digital therapeutics (DTx) are evidence-based therapeutic interventions delivered via software programs, offering innovative approaches to managing and preventing chronic diseases and mental health disorders.

What is Driving the Digital Therapeutics Market?

The rapid growth of the digital therapeutics market is driven by several key factors:

Rising Prevalence of Chronic Diseases The increasing global burden of chronic diseases such as diabetes, obesity, and cardiovascular conditions has led to the adoption of digital therapeutics as effective and scalable solutions for disease management.

Growing Focus on Preventative Healthcare Digital therapeutics empower patients to take a proactive approach to their health, focusing on prevention and lifestyle management rather than treatment alone.

Technological Advancements The integration of advanced technologies like artificial intelligence (AI), machine learning, and mobile health apps has enhanced the delivery and efficacy of digital therapeutics.

Government Initiatives and Reimbursement Policies Favorable government policies and increased insurance coverage for digital health interventions are propelling market growth.

Request a Sample Report - https://www.skyquestt.com/sample-request/digital-therapeutics-market

Market Segmentation: Understanding the Key Areas

The digital therapeutics market is segmented by application, end-user, and region:

By Application

Diabetes Management: One of the largest applications of DTx, helping patients monitor and control blood sugar levels.

Obesity and Weight Management: Programs focused on behavioral and lifestyle modifications.

Mental Health: Rapidly growing, with solutions for anxiety, depression, and PTSD.

Cardiovascular Diseases: DTx solutions for hypertension and heart health monitoring.

Respiratory Diseases: Programs targeting conditions like asthma and COPD.

Others: Including smoking cessation, cancer care, and rehabilitation.

By End-User

Patients: A significant segment due to rising awareness and access to digital tools.

Providers: Healthcare professionals adopting DTx for patient management.

Payers: Insurance companies and employers driving adoption through reimbursement models.

Speak to an Analyst - https://www.skyquestt.com/speak-with-analyst/digital-therapeutics-market

Regional Insights: Where is the Growth Coming From?

North America North America dominates the market due to a robust healthcare infrastructure, high internet penetration, and significant adoption of digital health technologies. The U.S. leads the region with strong investments in digital therapeutics.

Europe Europe is a key market, driven by government initiatives promoting digital health and a rising elderly population requiring innovative healthcare solutions. Countries like Germany, France, and the UK are leading in adoption.

Asia-Pacific The Asia-Pacific region is experiencing the fastest growth, attributed to increasing healthcare digitization, rising smartphone penetration, and the growing prevalence of chronic diseases in countries like China, India, and Japan.

Rest of the World Latin America, the Middle East, and Africa are gradually adopting digital therapeutics due to improving healthcare infrastructure and increasing awareness.

Top Players Leading the Digital Therapeutics Market

The digital therapeutics market is highly competitive, with key players driving innovation and market growth:

Livongo Health (Teladoc Health)

Omada Health

Propeller Health

Pear Therapeutics

Better Therapeutics

Noom, Inc.

Virta Health

Happify Health

Click Therapeutics, Inc.

Welldoc, Inc.

2Morrow, Inc.

Akili Interactive Labs

Mango Health

Big Health

Cognoa

These companies are leveraging advanced technologies and forming strategic partnerships to deliver innovative solutions across various healthcare applications.

Make a Purchase Inquiry - https://www.skyquestt.com/buy-now/digital-therapeutics-market

Key Trends Transforming the Digital Therapeutics Space

Integration with AI and Machine Learning AI-driven insights are improving the personalization and efficacy of DTx solutions, enhancing patient engagement and outcomes.

Expansion of Remote Patient Monitoring The COVID-19 pandemic accelerated the adoption of remote monitoring solutions, which are now a cornerstone of digital therapeutics.

Focus on Mental Health The mental health segment is witnessing explosive growth as awareness and demand for accessible solutions increase.

Collaboration Between Tech and Pharma Partnerships between technology companies and pharmaceutical giants are accelerating the development and scalability of digital therapeutic solutions.

Regulatory Approvals and Reimbursement Support Increasing regulatory approvals and inclusion in reimbursement plans are removing barriers to adoption, ensuring wider accessibility.

The Road Ahead for Digital Therapeutics

The digital therapeutics market is set to revolutionize the healthcare landscape, offering cost-effective, scalable, and personalized solutions for managing chronic conditions and improving overall health. As technology continues to advance, the adoption of DTx will expand, particularly in emerging economies.With a focus on innovation, collaboration, and patient-centric care, the future of digital therapeutics is bright, offering immense opportunities for healthcare providers, patients, and industry players alike.

[girlfishes]

“My most recent research study, which included more than 17,000 fifth-grade through 12th-grade girls in The Girls’ Index, reveals a troubling trend: 67% of the participants reported that they don’t say what they’re thinking or disagree with others because they want to be liked. Let that sink in for a moment. Two-thirds of girls are silencing themselves to be accepted.”

“Other findings from our survey are just as stark and, frankly, terrifying. Since 2017, the percentage of girls reporting confidence has declined from 68% to just 55%. A staggering 53% of girls report feeling persistently sad or hopeless. As one seventh-grade girl told us, “Girls my age don’t feel happy the way we are. We want to be someone else.” Reading this, I feel a painful twinge of recognition — like I’m hearing my younger self speak.

We also discovered that two-thirds of girls reported that their body image negatively impacts their confidence. Two-thirds! And nearly 60% of high school girls said they don’t believe they’re smart enough for their dream jobs.”

My analysis ⬇️

This is very disappointing, but it is no surprise. Undergoing female socialization means being conditioned to constantly monitor how you appear to other people.

Questions such as “am I being respected right now”, “do I agree with what is being said”, “do I feel healthy” take the background, while questions like “do I seem nice and kind”, “how can I get this person to like me” and “do I look pretty/skinny/young” take the forefront instead. This is an exhausting way to live.

In the political sphere, women are being asked to first change the language around how we think about our issues before we can talk about them. The specific words we use are often more important to those on the left than the actual content of what we are saying. Making sure we appear politically correct is being made more important than choosing the words that best reflect what we want to say. Often, changing our language so we can appear to be kind and considerate towards others completely obfuscates our points and issues.

As someone I forget so brilliantly put it, we are more concerned with saying nothing wrong than doing something right.

This preoccupation with appearance has a much deeper effect on the lives of women than most take for granted.

[signode-blog]

Mastering Standard Deviation: A Comprehensive Guide to Successful Trading Strategies

In the realm of financial markets, mastering trading strategies is essential for success. One such strategy that often remains underrated yet holds significant potential is trading based on standard deviation. Standard deviation, a statistical measure of volatility or dispersion in a set of data, can provide valuable insights into market trends and potential price movements. In this guide, we’ll…

[reasonsforhope]

Double dose of articles about how crime is actually plummeting

From the UK:

"Seventy-eight per cent of people in England and Wales think that crime has gone up in the last few years, according to the latest survey. But the data on actual crime shows the exact opposite.

As of 2024, violence, burglary and car crime have been declining for 30 years and by close to 90%, according to the Crime Survey for England and Wales (CSEW) – our best indicator of true crime levels. Unlike police data, the CSEW is not subject to variations in reporting and recording.

The drop in violence includes domestic violence and other violence against women. Anti-social behaviour has similarly declined. While increased fraud and computer misuse now make up half of crime, this mainly reflects how far the rates of other crimes have fallen.

All high-income countries have experienced similar trends, and there is scientific consensus that the decline in crime is a real phenomenon.

The perception gap

So why is there such a gulf between public perception and the reality of crime trends? A regular YouGov poll asks respondents for their top three concerns from a broad set of issues. Concern about crime went from a low in 2016 (when people were more concerned with Brexit), quadrupled by 2019 and plummeted during the pandemic when people had other worries. But in the last year, the public’s concern about crime has risen again.

There are many possible explanations for this, of which the first is poor information. A study published in 1998 found that “people who watch a lot of television or who read a lot of newspapers will be exposed to a steady diet of crime stories” that does not reflect official statistics.

The old news media adage “if it bleeds, it leads” reflects how violent news stories, including crime increases and serious crimes, capture public attention. Knife crime grabs headlines in the UK, but our shock at individual incidents is testament to their rarity and our relative success in controlling violence – many gun crimes do not make the news in the US.

Most recent terrorist attacks in the UK have featured knives (plus a thwarted Liverpool bomber), but there is little discussion of how this indicates that measures to restrict guns and bomb-making resources are effective."

-via The Conversation, May 13, 2024

And the United States:

"[The United States experienced a spike in crime rates in 2020, during the pandemic.] But in 2023, crime in America looked very different.

"At some point in 2022 — at the end of 2022 or through 2023 — there was just a tipping point where violence started to fall and it just continued to fall," said Jeff Asher, a crime analyst and co-founder of AH Datalytics.

In cities big and small, from both coasts, violence has dropped.

"The national picture shows that murder is falling. We have data from over 200 cities showing a 12.2% decline ... in 2023 relative to 2022," Asher said, citing his own analysis of public data. He found instances of rape, robbery and aggravated assault were all down too.

Yet when you ask people about crime in the country, the perception is it's getting a lot worse.

A Gallup poll released in November found 77% of Americans believed there was more crime in the country than the year before. And 63% felt there was either a "very" or "extremely" serious crime problem — the highest in the poll's history going back to 2000.

So what's going on?

What the cities are seeing

What you see depends a lot on what you're looking at, according to Asher.

"There's never been a news story that said, 'There were no robberies yesterday, nobody really shoplifted at Walgreens,'" he said.

"Especially with murder, there's no doubt that it is falling at [a] really fast pace right now. And the only way that I find to discuss it with people is to talk about what the data says." ...

For cities like San Francisco, Baltimore and Minneapolis, there may be different factors at play [in crime declining]. And in some instances, it comes as the number of police officers declines too.

Baltimore police are chronically short of their recruitment goal, and as of last September had more than 750 vacant positions, according to a state audit report...

In Minneapolis, police staffing has plummeted. According to the Star Tribune, there are about 560 active officers — down from nearly 900 in 2019. Mannix said the 2020 police killing of George Floyd resulted in an unprecedented exodus from the department...

In Minneapolis, the city is putting more financial resources into nontraditional policing initiatives. The Department of Neighborhood Safety, which addresses violence through a public health lens, received $22 million in the 2024 budget."

-via NPR, February 12, 2024