Empowering Artisans, Weaving Self-Reliance

Weaver Voices – Data Analysis Report

Research and Development Programme of Handloom in NER (Assam)

Baseline Survey Data Analysis Summary

Implemented by:

Department of Textile & Fiber Engineering

Indian Institute of Technology, Delhi

Sponsored by:

The North Eastern Council, Ministry of Development of North

Eastern region, Government of India

PI: Prof. Samrat Mukhopadhyay

Project Exe: Mitali Das Talukdar

Consultant: Mr. Dhiraj Thakuria

Research Interns: Ms Shivangee Talukdar, Ms. Ishita

Data Analysis – Survey Report Overview

The following report consists of the data analysis for the survey conducted on 2157 weavers from multiple regions of Assam namely Sualkuchi, Sanpara, Bangsar, and Hahim. All the analysis, pie charts, sections, as well as overall interpretations have been added for the reference of the reader.

Process

For the purpose of the study, a survey containing 61 questions divided into six subsections namely Demographic Data, Design Modifications, Dyeing Process, Ergonomics, Technological, and Counseling was conducted on a total of 2157 weavers from different regions of Assam (Sualkuchi, Sanpara, Bangsar, Hahim).

Once the survey was done, data of recorded responses was reviewed to figure the extent of quantitative analysis, measures of central tendency and variability were finalized. Microsoft Excel was used as the primary tool for data handling, as it supports the analysis of numerical data. All collected data were systematically coded and organized within Excel for further analysis.

The link to the coded dataset is provided for reference (🔗link) and also the link for combined data (🔗combined data). The data of responses from 4 different clusters of villages were combined and then coded, except certain data was rejected due to absence of responses, rest was combined and coded then analysis was initiated.

Depending upon the scales of the choices available for a question, scoring was done to aid in analysis. Once the data was coded, it was put through the software and data tables as well as pie charts were created. The interpretation of the same is as follows:

Note: The following survey responses are compiled from the actual inputs provided by weavers. The data have been visually represented using pie charts. Responses that could not be effectively illustrated through pie charts are presented in tabular form following the respective charts.

Section 1: Demographic Details

Age

The maximum age out of 1057 respondents was 71 and the minimum age was 18.

Gender

The majority of handloom weavers were female, with 89.2% women and 10.8% male.

Section 2: Design Modification

What are the main problems faced by handloom sectors?

The responses indicate that more than half of the sample is dealing with the common problem of rising yarn prices, which has an impact on economic stability, social structure, and cultural heritage. Other major issues include a lack of capital for infrastructure and intense competition from auto loom products, which have a negative impact on Assam's handloom sector by reducing production efficiency, compromising product quality, and limiting market access.

These challenges reduce competitiveness and market share, reducing the cultural and economic value of handloom products. To address the challenges in the handloom sector, the government could subsidize yarn prices to keep costs stable for weavers.

Microfinance schemes and low-interest loans would provide the capital required for infrastructure improvements. Also, offering skill development programs would improve weaving techniques, design innovation, and business skills, thereby increasing productivity and product quality.

Problems faced by handloom sector pie chart

Detailed Response Distribution

Content Percentage (%)
Increase in yarn price27.98
Lack of capital for infrastructure13.46
Increase in yarn price, Competition with auto loom products5.30
Increase in yarn price, Lack of capital for infrastructure2.18
Increase in yarn price, Competition with auto loom products, Lack of capital for infrastructure12.97
Increase in yarn price3.21
Lack of capital for infrastructure, Marketing, Product Design1.03
Lack of capital for infrastructure, Marketing2.32
Marketing0.62
Competition with auto loom products, Lack of capital for infrastructure, Marketing0.71
Increase in yarn price, Competition with auto loom products, Lack of capital for infrastructure, Marketing10.47
Competition with auto loom products0.94
Competition with auto loom products, Lack of capital for infrastructure0.98
Increase in yarn price, Marketing0.40
Increase in yarn price, Marketing, Product Design0.36
Increase in yarn price, Any other0.04
Increase in yarn price, Competition with auto loom products, Marketing0.18
Competition with auto loom products, Lack of capital for infrastructure, Marketing, Product Design0.13
Increase in yarn price, Lack of capital for infrastructure, Marketing4.90
Increase in yarn price, Competition with auto loom products, Lack of capital for infrastructure, Product Design0.22
Competition with auto loom products, Marketing0.09
Increase in yarn price, Competition with auto loom products, Marketing, Product Design0.22
Marketing, Product Design0.45
Increase in yarn price, Competition with auto loom products, Lack of capital for infrastructure, Marketing, Product Design1.51
Increase in yarn price, Competition with auto loom products, Lack of capital for infrastructure, Marketing, Product Design, Any other0.04
Lack of capital for infrastructure, Marketing, Any other0.04
Increase in yarn price, Lack of capital for infrastructure, Marketing, Product Design0.09
Increase in yarn price, Any other0.31
Increase in yarn practice6.77
Competition with auto loom products0.31
Any other0.22
N/A0.04
Increase in yarn practice, Lack of capital for infrastructure0.62
Increase in yarn practice, Competition with auto loom products, Lack of capital for infrastructure0.40
Increase in yarn practice, Marketing0.40
Increase in yarn practice, Competition with auto loom products0.13

What are the major technical problems faced by handloom weavers?

In Assam's textile industry, a lack of ergonomic considerations causes physical strain and long-term health problems for handloom weavers, lowering productivity and weaving quality. Furthermore, the lack of spare parts is a common technical issue, resulting in increased absenteeism and lower morale, further disrupting production.

These challenges pose a threat to the handloom sector’s long-term viability and growth, resulting in frequent downtime, inefficiencies, and loss of productivity and income. Poor maintenance due to lack of spare parts reduces product quality and accelerates machinery wear and tear.

To address these issues, Assam's textile industry should prioritize ergonomic improvements in handloom design to reduce physical strain and health risks for weavers. Creating a reliable supply chain for spare parts would reduce downtime and improve equipment maintenance. Furthermore, implementing regular health and safety training and providing access to healthcare services can improve weaver well-being and efficiency.These measures would help to improve product quality, reduce inefficiencies, and ensure the sector's long-term viability and growth.

Major technical problems faced by handloom weavers pie chart
What are the major technical problems faced by handloom weavers? Percentage (%)
Worn out of loom due to prolonged working0.4
Lack of ergonomics44.7
Lack of spare readily available54.8
Any other0.1

What are the major health issues the handloom weavers are facing?

The analysis of health issues experienced by handloom weavers in Assam indicates that musculoskeletal problems; particularly back pain, knee pain, and joint pain are the most prevalent, reported by 94.14% of respondents, underscoring the intense physical demands and prolonged postural strain inherent in weaving activities. Although reported at lower levels, noise-induced hearing loss and upper respiratory infections remain important occupational health concerns, affecting 3.56% and 2.18% of the weavers, respectively. Together, these findings highlight the urgent need for targeted ergonomic interventions, improved workplace conditions, and appropriate health support measures to mitigate musculoskeletal stress, reduce noise exposure, and minimize respiratory risks among handloom workers.

Major health issues faced by handloom weavers pie chart
What are the major health issues the handloom weavers are facing? Percentage
Noise-induced hearing loss1.6
Upper respiratory infections (URI)0.6
N/A0.3
Back pain, knee pain, and joint pain97.5

What are the problems in the preparatory processes (Yarn preparation before weaving)?

According to the data, improper winding and warping are the major causes of disruptions in the preparatory processes of weaving. These issues lead to poor fabric quality, frequent thread breakages, increased material wastage, and higher labor involvement during production. Such inefficiencies not only raise operational costs but also reduce overall weaving productivity and efficiency. In addition, they affect fabric consistency and uniformity, which ultimately impacts the market competitiveness of handloom products and lowers customer satisfaction. Therefore, addressing problems related to winding and warping is critical for the sustainability, productivity, and economic viability of the traditional handloom industry.

To overcome the problems associated with improper winding and warping, the handloom industry should focus on training programs that enhance weavers’ skills in these preparatory processes. Furthermore, the use of better-quality equipment and adherence to standardized procedures can help minimize thread breakage, reduce material waste, and lower labor costs without compromising production efficiency.

Problems in preparatory processes pie chart
What are the problems in the preparatory processes (Yarn preparation before weaving)? Percentage
Improper winding & warping80.8
Poor sizing10.7
Improper denting5.7
N/A0.6
Any other2.2

SECTION 3: Dyeing Processes

What are the dyes you use in the dyeing of yarns?

In Assam’s diverse handloom industry, the choice of dyes varies significantly across regions and weaving communities. Many weavers continue to prefer natural and direct dyes derived from plants and minerals due to their environmental sustainability, traditional relevance, and strong cultural significance. At the same time, a considerable number of weavers opt for reactive dyes, mainly because of their wide shade range, vibrant colors, and excellent colorfastness properties, resulting from the chemical bonding between the dye molecules and the fiber. This parallel use of different dye systems reflects a balanced integration of traditional, eco-friendly practices with modern dyeing technologies. Such an approach enables the industry to cater to varied consumer preferences and market demands while still preserving and promoting Assam’s rich textile heritage.

Dyes used in the dyeing of yarns pie chart
What are the dyes you use in the dyeing of yarns? Percentage
Natural39
Reactive dye33.3
Natural dye /Direct dye18.1
N/A1.2
Synthetic0.5
Any other7.9

Which form of textile do you get for dyeing?

The high frequency of yarn as a response confirms that yarn dyeing is the primary activity among the surveyed weavers, suggesting that their processes and preparations are largely centered around handling and dyeing yarn. This insight can be critical for resource allocation, training, and improving dyeing processes tailored to yarn.

Which form of textile do you get for dyeing pie chart
Which form of textile do you get for dyeing? Percentage
Fabric1.1
N/A17
Yarn81.4
Fibre0.5

Impact of current lighting conditions on productivity

The handloom weavers predominantly rate the effect of existing lighting conditions on their working efficiency as "Medium".

Effect of existing lighting conditions on working efficiency pie chart

What kind of dyes are you using?

The data show a predominant use of synthetic dyes account for approximately 97.89% of the responses. This demonstrates a strong preference for synthetic dyes in the given context, with natural dyes being used sparingly. Synthetic dyes are preferred in the handloom sector due to their cost-effectiveness, consistent and predictable colors, wider range of shades, better color fastness, ease of use, and availability.

These advantages simplify the dyeing process, enhance product quality, and offer economic benefits to weavers. However, despite these benefits, there is a growing interest in natural dyes for their environmental sustainability and unique aesthetic qualities.

What kind of dyes are you using pie chart

Do you study the fastness properties (coloring effect after washing / exposure to light) of a synthetic / natural dyed fabric?

According to the data, the vast majority of responses (approximately 84.62%) indicate a desire to investigate light fastness properties. This suggests that the participants are particularly interested in the light fastness properties of synthetic/natural dyed fabrics.

In the handloom sector, light fastness is often preferred over wash fastness because handloom products are typically used in settings where they are exposed to light for extended periods, such as in home furnishings, curtains, and traditional garments.

Ensuring that the colors remain vibrant and do not fade when exposed to sunlight is crucial for maintaining the aesthetic appeal and longevity of these products. While wash fastness is also important, the primary concern for many handloom items is their ability to retain color when exposed to light, making light fastness a key factor in their durability and marketability.

Fastness properties study pie chart

How do you check or evaluate the shade or color value of dyed fabric?

The data indicates that an overwhelming majority of weavers in Assam assess the shade or color value of dyed fabrics through visual evaluation, while only a very small percentage rely on machines for this purpose.

This trend suggests a strong preference for visual assessment among the participants, implying that it is the most trusted and widely adopted method for evaluating color accuracy and shade consistency.

It also predominantly highlights the continued importance of human judgment and experience in the quality control processes followed within the handloom sector.

Shade or color value evaluation pie chart
How do you check or evaluate the shade or color value of dyed fabric? Percentage
Visually97.3
N/A1.7
In machines0.8
Prepared shade cards0.2

Do you treat the handloom fabric with finishing agent/s for value addition?

The data suggests that certain regions of Assam prefer to treat handloom fabrics with finishing agents for value addition, while other regions do not follow this practice. The application of finishing agents varies across the state due to differences in local market demand, traditional production practices, economic conditions, and availability of resources.

In some areas, there is higher demand for finished fabrics along with better access to materials, infrastructure, and technical support, encouraging the use of finishing treatments. In contrast, other regions continue to rely on traditional methods or face economic and infrastructural limitations that restrict the adoption of finishing agents. This variation highlights the diverse economic, cultural, and practical conditions that characterize different segments of Assam’s handloom sector.

Finishing agents usage pie chart

SECTION 4: Ergonomics

Occurrence of headaches due to existing lighting conditions

Based on the data provided regarding the occurrence of headaches in relation to current lighting conditions, it is clear that the majority of cases fall into the Medium and High categories. This suggests a moderate to slightly higher prevalence of headaches at these lighting levels.

The variability in occurrences across different observations suggests that lighting conditions, particularly those on the higher end of the scale, may influence headache frequency among people exposed to these environments.

Occurrence of headaches due to lighting pie chart

Experiencing fatigue due to existing lighting conditions

Based on the data on fatigue experienced under existing lighting conditions, a consistent pattern of discomfort is observed predominantly within the medium range, with occasional variations toward slightly higher or lower levels. This trend indicates that individuals frequently experience noticeable fatigue under the prevailing lighting conditions.

Furthermore, the presence of fatigue even at the lower end of the scale suggests that relatively reduced lighting intensities may also contribute to fatigue-related symptoms, highlighting the need for improved and more appropriate lighting conditions.

Fatigue due to lighting conditions pie chart

Eye Strain from working in the current level of lighting

The majority of handloom weavers rate the eye strain caused by working in the current level of lighting as "Medium". The current lighting conditions are generally regarded as adequate, but could be improved further to reduce eye strain.

Fatigue due to lighting conditions pie chart

Discomfort in the neck/lower back/thighs/waist/ankles feet/shoulders due to existing lighting

The majority of handloom weavers rate the eye strain caused by working in the current level of lighting as "Medium". The current lighting conditions are generally regarded as adequate, but could be improved further to reduce eye strain.

Fatigue due to lighting conditions pie chart
Fatigue due to lighting conditions pie chart
Fatigue due to lighting conditions pie chart
Fatigue due to lighting conditions pie chart
Fatigue due to lighting conditions pie chart

How much is light on and around the loom?

Handloom weavers generally rate the light on and around the loom as "Average". The current lighting conditions on and around the loom are generally adequate, but could be improved to move perceptions closer to "Good" or "Excellent".

Fatigue due to lighting conditions pie chart

How much is the noise level at the workplace?

The data is predominantly in the Medium and Low ranges, indicating that noise levels at work are generally perceived as moderate, with some instances of lower noise levels. This is consistent with typical office or working environment noise levels, which can vary but generally remain within acceptable limits. Adjustments to noise management or soundproofing could potentially improve conditions further, depending on specific job requirements and employee preferences.

Fatigue due to lighting conditions pie chart

Occurrence of headaches due to existing noise levels

According to the data, while noise levels are moderate, the occurrence of headaches varies, with some respondents experiencing none and others experiencing them moderately. This means that, even if the noise is not excessively loud, it still causes some people to feel uncomfortable. Addressing noise reduction strategies has the potential to alleviate these issues even further.

Fatigue due to lighting conditions pie chart

Experiencing fatigue due to existing noise levels

The data suggests that the majority of respondents experience a low occurrence of fatigue due to existing noise levels. This indicates that noise levels are generally manageable for most individuals in the workplace, with only occasional reports in the medium category. There were no reports of high occurrence or instances where noise levels did not lead to fatigue. This distribution suggests that overall, noise levels are not severely impacting fatigue among the respondents.

Fatigue due to lighting conditions pie chart

Hearing problems (temporary or permanent) due to existing noise levels

The data suggests that hearing problems caused by existing noise levels (temporary or permanent) are quite common among respondents. The high frequency of responses coded as and suggests that a large number of people face such problems. This could imply that noise levels in the environment are a major contributor to hearing problems in the surveyed population.

Fatigue due to lighting conditions pie chart

Degree of the impact of existing noise levels on working efficiency

The data suggests that while the average impact of noise levels on working efficiency is low, a significant portion of the weavers experience a medium level of impact. The most frequent response being low indicates that many weavers do not see noise levels as a major hindrance to their efficiency, but there is still a noticeable group that does feel moderately affected.

Fatigue due to lighting conditions pie chart

SECTION 5: Technological

What type of defects are the most common in handloom fabrics?

The prevalence of yarn breakage/snags and uneven dyeing/shading in Assam's handloom sector poses significant challenges, affecting product quality, productivity, competitiveness, and market perception. These defects not only undermine the sector's ability to deliver high-quality textiles but also increase production costs and hinder artisan skill utilization.

Fatigue due to lighting conditions pie chart
What type of defects are the most common in handloom fabrics? Count Percentage
Crease Marks20.095
Design error10.048
Dirt/Soil/Stains411.957
Dirt/Soil/Stains, Crease Marks, Drop stitches, Splicing10.048
Dirt/Soil/Stains, Crease Marks, Knots, Drop stitches, Splicing, Thick/thin place, Needle Line/Horizontal Line, Design error10.048
Dirt/Soil/Stains, Crease Marks, Misprint, Splicing10.048
Dirt/Soil/Stains, Drop stitches, Splicing60.286
Dirt/Soil/Stains, Drop stitches, Splicing, Thick/thin place10.048
Dirt/Soil/Stains, Drop stitches, Thick/thin place10.048
Dirt/Soil/Stains, Holes30.143
Dirt/Soil/Stains, Holes, Crease Marks, Drop stitches, Splicing10.048
Dirt/Soil/Stains, Holes, Crease Marks, Knots10.048
Dirt/Soil/Stains, Holes, Crease Marks, Knots, Drop stitches, Thick/thin place, Needle Line/Horizontal Line10.048
Dirt/Soil/Stains, Holes, Drop stitches, Splicing10.048
Dirt/Soil/Stains, Holes, Drop stitches, Thick/thin place, Needle Line/Horizontal Line70.334
Dirt/Soil/Stains, Holes, Knots, Drop stitches10.048
Dirt/Soil/Stains, Holes, Knots, Drop stitches, Splicing10.048
Dirt/Soil/Stains, Holes, Knots, Drop stitches, Thick/thin place, Needle Line/Horizontal Line10.048
Dirt/Soil/Stains, Holes, Misprint10.048
Dirt/Soil/Stains, Holes, Misprint, Thick/thin place, Needle Line/Horizontal Line10.048
Dirt/Soil/Stains, Holes, Splicing10.048
Dirt/Soil/Stains, Holes, Splicing, Thick/thin place10.048
Dirt/Soil/Stains, Holes, Thick/thin place, Needle Line/Horizontal Line10.048
Dirt/Soil/Stains, Holes, Thick/thin place, Needle Line/Horizontal Line, Design error10.048
Dirt/Soil/Stains, Holes, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Misprint10.048
Dirt/Soil/Stains, Holes, Uneven dyeing/shading, Drop stitches, Splicing10.048
Dirt/Soil/Stains, Holes, Uneven dyeing/shading, Misprint, Splicing10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags140.668
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Crease Marks10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Crease Marks, Drop stitches, Misprint, Splicing10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Crease Marks, Knots, Drop stitches10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Crease Marks, Splicing10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Drop stitches, Misprint20.095
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Drop stitches, Splicing60.286
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Drop stitches, Thick/thin place, Needle Line/Horizontal Line30.143
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Knots, Drop stitches, Misprint10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Knots, Drop stitches, Misprint, Splicing10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Knots, Drop stitches, Thick/thin place, Needle Line/Horizontal Line10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Misprint10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Misprint, Splicing10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Misprint, Thick/thin place, Needle Line/Horizontal Line10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Splicing10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Splicing, Thick/thin place, Needle Line/Horizontal Line10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Thick/thin place, Needle Line/Horizontal Line10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Thick/thin place, Needle Line/Horizontal Line, Design error40.191
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading190.907
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks170.811
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Drop stitches60.286
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Drop stitches, Misprint20.095
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Drop stitches, Splicing30.143
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Drop stitches, Splicing, Thick/thin place20.095
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Drop stitches, Thick/thin place10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots271.288
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches753.578
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Misprint783.723
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Misprint, Needle Line/Horizontal Line, Design error10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Misprint, Splicing1044.962
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Misprint, Splicing, Needle Line/Horizontal Line20.095
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Misprint, Splicing, Thick/thin place663.149
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Misprint, Splicing, Thick/thin place, Needle Line/Horizontal Line90.429
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Misprint, Splicing, Thick/thin place, Needle Line/Horizontal Line, Design error200.954
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Misprint, Thick/thin place150.716
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Misprint, Thick/thin place, Needle Line/Horizontal Line20.095
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Misprint, Thick/thin place, Needle Line/Horizontal Line, Design error10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Needle Line/Horizontal Line, Design error20.095
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Splicing854.056
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Splicing, Needle Line/Horizontal Line30.143
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Splicing, Needle Line/Horizontal Line, Design error10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Splicing, Thick/thin place1828.683
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Splicing, Thick/thin place, Design error10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Splicing, Thick/thin place, Needle Line/Horizontal Line522.481
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Splicing, Thick/thin place, Needle Line/Horizontal Line, Design error331.574
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Thick/thin place80.382
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Thick/thin place, Needle Line/Horizontal Line30.143
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Thick/thin place, Needle Line/Horizontal Line, Design error60.286
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Misprint40.191
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Misprint, Splicing30.143
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Misprint, Splicing, Thick/thin place50.239
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Misprint, Splicing, Thick/thin place, Needle Line/Horizontal Line10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Misprint, Thick/thin place10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Splicing40.191
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Splicing, Thick/thin place40.191
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Splicing, Thick/thin place, Needle Line/Horizontal Line30.143
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Splicing, Thick/thin place, Needle Line/Horizontal Line, Design error20.095
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Thick/thin place, Needle Line/Horizontal Line20.095
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Misprint, Thick/thin place, Needle Line/Horizontal Line20.095
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Needle Line/Horizontal Line10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Splicing, Thick/thin place10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Splicing, Thick/thin place, Needle Line/Horizontal Line, Design error10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Drop stitches, Misprint, Splicing10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Drop stitches, Splicing30.143
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Knots30.143
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Knots, Drop stitches10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Knots, Drop stitches, Misprint20.095
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Knots, Drop stitches, Splicing, Thick/thin place, Needle Line/Horizontal Line10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Misprint10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Misprint, Splicing, Thick/thin place, Needle Line/Horizontal Line10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Misprint, Thick/thin place20.095
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Splicing, Needle Line/Horizontal Line10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Thick/thin place, Needle Line/Horizontal Line10.048
Dirt/Soil/Stains, Holes, Yarn breakage/Snags, Uneven dyeing/shading, Thick/thin place, Needle Line/Horizontal Line, Design error10.048
Dirt/Soil/Stains, Knots10.048
Dirt/Soil/Stains, Knots, Design error10.048
Dirt/Soil/Stains, Knots, Misprint10.048
Dirt/Soil/Stains, Knots, Needle Line/Horizontal Line10.048
Dirt/Soil/Stains, Misprint10.048
Dirt/Soil/Stains, Misprint, Splicing20.095
Dirt/Soil/Stains, Splicing50.239
Dirt/Soil/Stains, Uneven dyeing/shading60.286
Dirt/Soil/Stains, Uneven dyeing/shading, Crease Marks, Thick/thin place, Needle Line/Horizontal Line10.048
Dirt/Soil/Stains, Uneven dyeing/shading, Splicing40.191
Dirt/Soil/Stains, Uneven dyeing/shading, Splicing, Thick/thin place, Needle Line/Horizontal Line10.048
Dirt/Soil/Stains, Yarn breakage/Snags110.525
Dirt/Soil/Stains, Yarn breakage/Snags, Crease Marks, Drop stitches, Splicing20.095
Dirt/Soil/Stains, Yarn breakage/Snags, Crease Marks, Misprint10.048
Dirt/Soil/Stains, Yarn breakage/Snags, Design error20.095
Dirt/Soil/Stains, Yarn breakage/Snags, Drop stitches30.143
Dirt/Soil/Stains, Yarn breakage/Snags, Drop stitches, Misprint, Splicing10.048
Dirt/Soil/Stains, Yarn breakage/Snags, Drop stitches, Misprint, Thick/thin place10.048
Dirt/Soil/Stains, Yarn breakage/Snags, Drop stitches, Splicing50.239
Dirt/Soil/Stains, Yarn breakage/Snags, Drop stitches, Splicing, Thick/thin place10.048
Dirt/Soil/Stains, Yarn breakage/Snags, Knots, Design error30.143
Dirt/Soil/Stains, Yarn breakage/Snags, Knots, Misprint10.048
Dirt/Soil/Stains, Yarn breakage/Snags, Misprint10.048
Dirt/Soil/Stains, Yarn breakage/Snags, Misprint, Design error10.048
Dirt/Soil/Stains, Yarn breakage/Snags, Misprint, Thick/thin place10.048
Dirt/Soil/Stains, Yarn breakage/Snags, Needle Line/Horizontal Line, Design error10.048
Dirt/Soil/Stains, Yarn breakage/Snags, Splicing10.048
Dirt/Soil/Stains, Yarn breakage/Snags, Splicing, Thick/thin place10.048
Dirt/Soil/Stains, Yarn breakage/Snags, Thick/thin place20.095
Dirt/Soil/Stains, Yarn breakage/Snags, Uneven dyeing/shading170.811
Dirt/Soil/Stains, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks70.334
Dirt/Soil/Stains, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Splicing10.048
Dirt/Soil/Stains, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Splicing, Thick/thin place, Needle Line/Horizontal Line10.048
Dirt/Soil/Stains, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Splicing, Thick/thin place, Needle Line/Horizontal Line10.048
Dirt/Soil/Stains, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Misprint10.048
Dirt/Soil/Stains, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Needle Line/Horizontal Line, Design error10.048
Dirt/Soil/Stains, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Thick/thin place10.048
Dirt/Soil/Stains, Yarn breakage/Snags, Uneven dyeing/shading, Design error20.095
Dirt/Soil/Stains, Yarn breakage/Snags, Uneven dyeing/shading, Drop stitches, Splicing70.334
Dirt/Soil/Stains, Yarn breakage/Snags, Uneven dyeing/shading, Knots10.048
Dirt/Soil/Stains, Yarn breakage/Snags, Uneven dyeing/shading, Knots, Drop stitches, Splicing10.048
Dirt/Soil/Stains, Yarn breakage/Snags, Uneven dyeing/shading, Knots, Splicing20.095
Dirt/Soil/Stains, Yarn breakage/Snags, Uneven dyeing/shading, Needle Line/Horizontal Line10.048
Dirt/Soil/Stains, Yarn breakage/Snags, Uneven dyeing/shading, Splicing10.048
Drop stitches80.382
Drop stitches, Misprint10.048
Drop stitches, Misprint, Splicing, Thick/thin place, Needle Line/Horizontal Line10.048
Drop stitches, Misprint, Thick/thin place10.048
Drop stitches, Splicing713.388
Drop stitches, Splicing, Thick/thin place, Needle Line/Horizontal Line10.048
Drop stitches, Thick/thin place10.048
Holes, Drop stitches, Splicing20.095
Holes, Drop stitches, Thick/thin place, Needle Line/Horizontal Line10.048
Holes, Knots, Drop stitches, Needle Line/Horizontal Line, Design error10.048
Holes, Knots, Drop stitches, Thick/thin place10.048
Holes, Knots, Drop stitches, Thick/thin place, Needle Line/Horizontal Line10.048
Holes, Misprint10.048
Holes, Needle Line/Horizontal Line20.095
Holes, Thick/thin place10.048
Holes, Yarn breakage/Snags512.433
Holes, Yarn breakage/Snags, Drop stitches, Thick/thin place10.048
Holes, Yarn breakage/Snags, Uneven dyeing/shading50.239
Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots20.095
Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches10.048
Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Splicing, Thick/thin place10.048
Holes, Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Splicing, Thick/thin place, Needle Line/Horizontal Line, Design error10.048
Holes, Yarn breakage/Snags, Uneven dyeing/shading, Knots, Drop stitches10.048
Holes, Yarn breakage/Snags, Uneven dyeing/shading, Misprint, Thick/thin place10.048
Holes, Yarn breakage/Snags, Uneven dyeing/shading, Thick/thin place, Needle Line/Horizontal Line20.095
Knots20.095
Knots, Design error10.048
Knots, Drop stitches10.048
Knots, Misprint30.143
Knots, Misprint, Design error20.095
Knots, Splicing, Thick/thin place10.048
Misprint150.716
Misprint, Needle Line/Horizontal Line10.048
Misprint, Splicing10.048
Misprint, Thick/thin place30.143
Needle Line/Horizontal Line823.913
Splicing1205.725
Splicing, Needle Line/Horizontal Line10.048
Splicing, Thick/thin place10.048
Thick/thin place20.095
Uneven dyeing/shading1205.725
Uneven dyeing/shading, Misprint10.048
Uneven dyeing/shading, Misprint, Thick/thin place10.048
Uneven dyeing/shading, Splicing10.048
Uneven dyeing/shading, Splicing, Thick/thin place, Needle Line/Horizontal Line10.048
Yarn breakage/Snags32815.649
Yarn breakage/Snags, Crease Marks, Knots10.048
Yarn breakage/Snags, Drop stitches10.048
Yarn breakage/Snags, Drop stitches, Splicing10.048
Yarn breakage/Snags, Knots70.334
Yarn breakage/Snags, Knots, Design error30.143
Yarn breakage/Snags, Knots, Misprint30.143
Yarn breakage/Snags, Knots, Misprint, Design error10.048
Yarn breakage/Snags, Knots, Misprint, Thick/thin place, Needle Line/Horizontal Line10.048
Yarn breakage/Snags, Knots, Needle Line/Horizontal Line30.143
Yarn breakage/Snags, Knots, Splicing10.048
Yarn breakage/Snags, Knots, Splicing, Thick/thin place, Needle Line/Horizontal Line20.095
Yarn breakage/Snags, Knots, Thick/thin place20.095
Yarn breakage/Snags, Knots, Thick/thin place, Design error10.048
Yarn breakage/Snags, Knots, Thick/thin place, Needle Line/Horizontal Line20.095
Yarn breakage/Snags, Knots, Thick/thin place, Needle Line/Horizontal Line, Design error10.048
Yarn breakage/Snags, Misprint10.048
Yarn breakage/Snags, Misprint, Thick/thin place, Design error10.048
Yarn breakage/Snags, Splicing10.048
Yarn breakage/Snags, Splicing, Design error20.095
Yarn breakage/Snags, Splicing, Needle Line/Horizontal Line30.143
Yarn breakage/Snags, Thick/thin place30.143
Yarn breakage/Snags, Uneven dyeing/shading643.053
Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks60.286
Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots20.095
Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches20.095
Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Knots, Drop stitches, Misprint, Splicing10.048
Yarn breakage/Snags, Uneven dyeing/shading, Crease Marks, Misprint, Needle Line/Horizontal Line10.048
Yarn breakage/Snags, Uneven dyeing/shading, Drop stitches, Splicing10.048
Yarn breakage/Snags, Uneven dyeing/shading, Drop stitches, Splicing, Needle Line/Horizontal Line10.048
Yarn breakage/Snags, Uneven dyeing/shading, Drop stitches, Splicing, Thick/thin place10.048
Yarn breakage/Snags, Uneven dyeing/shading, Knots, Needle Line/Horizontal Line10.048
Yarn breakage/Snags, Uneven dyeing/shading, Knots, Splicing10.048
Yarn breakage/Snags, Uneven dyeing/shading, Misprint10.048
Yarn breakage/Snags, Uneven dyeing/shading, Misprint, Needle Line/Horizontal Line20.095
Yarn breakage/Snags, Uneven dyeing/shading, Misprint, Thick/thin place, Needle Line/Horizontal Line10.048
Yarn breakage/Snags, Uneven dyeing/shading, Needle Line/Horizontal Line10.048
Yarn breakage/Snags, Uneven dyeing/shading, Needle Line/Horizontal Line, Design error10.048
Yarn breakage/Snags, Uneven dyeing/shading, Splicing50.239
Yarn breakage/Snags, Uneven dyeing/shading, Splicing, Needle Line/Horizontal Line30.143
Yarn breakage/Snags, Uneven dyeing/shading, Splicing, Thick/thin place, Needle Line/Horizontal Line20.095
Yarn breakage/Snags, Uneven dyeing/shading, Thick/thin place, Needle Line/Horizontal Line10.048
Grand Total2096

What do you do with defective fabric?

The data clearly indicates that the primary action taken with defective fabric by handloom weavers is to sell it in the domestic market. This practice is consistently reflected across the data, demonstrating that it is a widely adopted strategy among weavers. This insight could be important for understanding market dynamics and the potential need for quality control measures within the handloom sector.

The data indicates a strong inclination among respondents to either keep defective fabric for personal use or sell it in the domestic market rather than not having a relevant response.

Fatigue due to lighting conditions pie chart
What do you do with the defective fabric? Percentage (%)
Keep it for myself or my family5.5
Sell it in domestic market94.1
Discard it0.4

Do you know which defects you accidentally make the most in your product?

The data indicates that a substantial proportion of handloom weavers lack awareness of the specific defects that commonly occur in their products. This gap in understanding can adversely affect quality control practices and reduce overall production efficiency. By addressing this issue through targeted training programs and systematic quality assessment mechanisms, it may be possible to enhance defect recognition, improve workmanship, and ultimately raise the overall quality and consistency of handloom products.

Fatigue due to lighting conditions pie chart

Do you segregate the products based on the quality?

The data suggests that a significant majority of handloom weavers do not segregate their products based on quality. This practice could lead to inconsistencies in the market and may affect customer satisfaction. Implementing quality segregation practices could help improve the overall standard of handloom products and potentially enhance marketability and customer trust.

Fatigue due to lighting conditions pie chart

Do you repair the defective products?

The data suggests that a significant majority of handloom weavers do not repair defective products. This lack of repair practices could contribute to quality issues and customer dissatisfaction.

Fatigue due to lighting conditions pie chart

Have you taken any special training for reducing the defects that are there in the manufacturing?

The data suggests that a significant majority of handloom weavers have not received any specialized training aimed at reducing defects during the manufacturing process. This absence of formal skill upgradation and defect-control training is likely contributing to the continued occurrence of quality issues in their products. Without appropriate guidance, weavers may rely solely on traditional practices, which may not adequately address modern quality requirements.

Providing structured access to relevant training programs and actively encouraging participation can help enhance technical skills, improve defect identification and prevention, and ultimately raise the overall quality of handloom products. Such improvements are expected to strengthen market competitiveness, increase customer satisfaction, and support the long-term sustainability of the handloom sector.

Fatigue due to lighting conditions pie chart

SECTION 6: Counseling

Do you experience any family or work [deadlines to deliver order, lack of capital,lack of raw material, household work] pressure to do handloom activities?

The data suggests that a significant majority of handloom weavers from regions of Assam experience family or work pressures, such as deadlines, lack of capital, lack of raw materials, and household work, while engaging in handloom activities which is relatively less in specific regions. These pressures can affect their productivity and the quality of their work. Addressing these pressures through better resource management, financial support, and time management strategies could help improve the working conditions and output of handloom weavers.

Fatigue due to lighting conditions pie chart

Do you think working in the handloom sector can improve your living conditions in the future?

The data suggests that all the handloom weavers firmly believe that their work in the handloom sector has significant potential to improve their living conditions in the future. This finding clearly highlights the strong sense of optimism, confidence, and faith that the weavers place in their industry, as well as their expectations regarding its capacity to provide economic stability and upliftment over time. Such positive perceptions indicate that the handloom sector is viewed not merely as a traditional occupation, but as a viable pathway toward improved livelihoods and long-term socio-economic well-being.

Providing adequate institutional support, access to resources, skill development initiatives, and expanded market opportunities within the handloom sector could further strengthen this positive outlook. These measures would help reinforce the weavers’ belief in the sustainability of their profession and actively contribute to achieving better living conditions, enhanced income security, and overall improvement in the quality of life of the weaver community.

Fatigue due to lighting conditions pie chart

How often have you been (P) physically [too much family/handloom work] / (M) mentally [deadlines to deliver order, lack of capital, lack of sleep] / (E) emotionally [family issues, social issues] exhausted?

The data collected, with responses ranging from sometimes to always, clearly indicate a considerable physical as well as psychological impact on Assamese weavers. These responses reflect the regularity and persistence of health-related challenges faced by the weavers in their day-to-day lives.

The findings reveal that weavers predominantly experience physical problems that stem from heavy and continuous workloads, particularly due to the dual responsibility of managing household duties alongside demanding handloom activities. This combination of domestic labor and occupational work places sustained strain on their bodies over long periods. In addition to these physical demands, pressures related to meeting strict delivery deadlines, coping with financial limitations, inadequate rest and sleep, and prolonged economic insecurity further intensify their physical exhaustion.

These factors not only reduce recovery time but also aggravate existing health issues. Alongside physical strain, the weavers also experience notable psychological stress and mental distress arising from social expectations, family responsibilities, and the need to balance multiple roles simultaneously.

This situation highlights the interconnected nature of physical fatigue and emotional stress, emphasizing the combined physical and psychological burden associated with handloom-based livelihoods among Assamese weavers.

Fatigue due to lighting conditions pie chart

What was the reason for that exhaustion?(P/M/E)

Handloom weavers in Assam experience considerable physical exhaustion as a result of repetitive movements, prolonged working hours, and inadequate ergonomic conditions. These factors place continuous strain on the hands, arms, shoulders, and back, which is often intensified by the lack of properly designed workstations and supportive equipment.

In addition to physical fatigue, weavers face significant mental stress arising from strict production deadlines, financial uncertainty, and the constant challenge of balancing work with familial and social responsibilities. Collectively, these conditions underscore the urgent need for improved working environments, ergonomic interventions, supportive policies, and better access to resources. Such measures are essential to reduce both physical and psychological burdens and to ensure a sustainable, healthy, and dignified livelihood for handloom artisans in Assam.

Fatigue due to lighting conditions pie chart
What was the reason for that exhaustion? (P/M/E) Percentage (%)
Physically, Mentally, Emotionally88.6
Physically, Emotionally0.7
Physically, Mentally1.8
Emotionally1.2
Physically9
Mentally, Emotionally0.1
Mentally0.6

Do you think any external support for your children’s care and education will push you to work hard?

The majority of handloom workers in Assam responded positively to the idea that external support for their children's care and education would motivate them to work harder. This response underscores the pivotal role of family and future generations in their work motivation. For many weavers, the opportunity to provide better opportunities for their children serves as a powerful incentive, driving them to endure the physical and mental challenges of their craft.

External support in terms of childcare and education can alleviate some of the burdens associated with balancing work and family responsibilities, allowing weavers to focus more effectively on their craft and potentially increasing their productivity and income stability in the long run.

Fatigue due to lighting conditions pie chart

What is the most dissatisfying thing about weaving?

The most dissatisfying aspect of weaving for handloom weavers in Assam is the low income they earn from their craft. Despite the intricate skills and labor-intensive nature of weaving, many weavers struggle to earn a sustainable livelihood. This low income not only reflects economic hardships but also impacts their quality of life, limiting their ability to invest in education, healthcare, and overall well-being.

Fatigue due to lighting conditions pie chart
What is the most dissatisfying thing about weaving? Percentage (%)
Low Income, Mental Stress, Societal Pressure1.2
Low Income, Work Stress, Mental Stress2.6
Low Income, Family Pressure/disturbance0.7
Low Income, Family Pressure/disturbance, Gender Discrimination, Work Stress, Mental Stress, Societal Pressure0.6
Physically, Mentally1.8
Low Income, Family Pressure/disturbance, Work Stress0
Low Income, Work Stress0.2
Work Stress, Mental Stress0.3
Low Income91.9
Work Stress0.9
Family Pressure/Disturbance0.6
Mental Stress0.3
Mental Stress, Societal Pressure0.1
Low Income, Family Pressure/disturbance, Work Stress, Mental Stress0.2

Do you approach to any individual or group in order to talk out your issues related to work/personal life?

The data suggests that a majority of handloom weavers do approach individuals or groups to talk out their issues related to work or personal life. However, it also highlights that a significant minority do not seek such support. This may indicate a need for better awareness and access to support systems for these weavers, helping those who currently do not seek help to feel more comfortable doing so.

Fatigue due to lighting conditions pie chart

Do you feel the need for the same (refer to the previous question)?

The data suggests that nearly all the handloom weavers feel the need to approach individuals or groups to talk out their issues related to work or personal life. This highlights the importance of providing accessible and effective support systems for weavers to discuss and address their concerns. Implementing such support could greatly enhance their well-being and productivity.

Fatigue due to lighting conditions pie chart

Do you experience palpitation while working?

The physical strain of their job is highlighted by the fact that most weavers report experiencing palpitations and breathlessness during handloom activities. These health problems are worsened by the physically demanding nature of weaving, which frequently calls for extended periods of time spent sitting in restricted positions. Repetitive motions and inadequate ventilation in work environments are two more factors that increase respiratory and cardiovascular strain.

In addition to having an immediate negative impact on weavers' comfort and productivity, these conditions also raise questions regarding potential long-term health effects.Handloom weavers' wellbeing can be improved and this problem can be lessened by addressing these aspects through ergonomic treatments, workplace changes, and health monitoring.

Fatigue due to lighting conditions pie chart

At any time during work do you experience shivering in any part of the body?

It appears from the data that a considerable proportion of handloom weavers shiver in one or more body parts while they are weaving. There may be a health problem here that requires treatment. In order to enhance the wellbeing and working conditions of the weavers, it could be required to look into the exact root cause of this issue, such as physical strain, working conditions, or underlying health concerns.

Fatigue due to lighting conditions pie chart

How often do you feel feverish?

Based on the data, it appears that most handloom weavers experience feverish symptoms once a month. This data may reveal underlying medical disorders or the negative effects of their working environment on their health. It will take further research to determine the origins of this recurrent feverish sensation. To properly address this issue, it could be helpful to give the weavers access to health education, enhance working conditions, and provide medical check-ups.

Fatigue due to lighting conditions pie chart
How often do you feel feverish? Percentage (%)
Monthly50.7
Bi-weekly34.6
Daily10.7
Weekly3.8
I don’t feel feverish at all0.3

How often do you do rejuvenating activities to relax yourself?

The research indicates a range of frequency of rejuvenating activities for handloom weavers to unwind, with an average of nearly once a week.This suggests that although a considerable proportion of weavers place a high value on regular relaxation, a considerable proportion might not be engaging in these activities regularly enough, either as a result of work pressures or a lack of time. Promoting more regular rejuvenation activities may assist raise their level of productivity and general well-being.

Fatigue due to lighting conditions pie chart

Does anyone in your family drink?

The data suggests that the majority of handloom weavers' families do not have members who drink. This finding could reflect cultural norms, health awareness, or other social factors within the weavers' communities. However, there is still a notable portion whose families do have members who drink, which could warrant further exploration into the social and health implications of this behavior.

Fatigue due to lighting conditions pie chart

If Yes, How often does this affect the family environment?

The data suggests that although a noticeable proportion of families sometimes experience negative effects due to drinking, the most prevalent situation reported is that drinking does not affect the family environment at all. This indicates that, in many households where drinking occurs, it may be practiced in moderation or managed in a manner that prevents it from interfering with family harmony and day-to-day functioning.

It may also suggest that drinking is infrequent or limited in nature, thereby reducing the likelihood of consistent or severe family disturbances. However, the data also reveal that for the families who do experience negative impacts, these effects are not isolated or negligible. Instead, they occur with a significant frequency, leading to disruptions in the family environment and potentially affecting relationships, emotional well-being, and household stability.

This contrast highlights that while drinking may not be problematic for the majority of families, it can have serious and recurring consequences for a smaller segment, underscoring the uneven but meaningful impact of drinking on family life.

Fatigue due to lighting conditions pie chart

Conclusion

Design Modification

The handloom sector in Assam faces several challenges affecting weavers' livelihoods and sustainability. Weaving is the primary income source, but many weavers are dissatisfied with their earnings. Key issues include rising yarn prices, lack of capital for infrastructure, and competition from auto loom products. Technical problems like poor ergonomics and lack of spare parts cause physical strain and operational inefficiencies. Preparatory processes such as winding and warping are also inefficient, impacting fabric quality and productivity.

To address these challenges, targeted interventions are needed. Economic stability and diversification can be achieved through skill development and market expansion. Financial assistance programs to increase wages and support weavers are crucial. Infrastructure improvements, including upgraded weaving facilities and reliable supply chains for raw materials, are essential for sustainable growth. Technical enhancements, such as better ergonomics and availability of spare parts, can reduce physical strain and maintain production quality.

Health interventions, including regular medical check-ups and ergonomic training, can improve working conditions. Additionally, optimizing preparatory processes with better techniques and strict quality control measures can enhance fabric quality and reduce material waste. These measures can collectively improve economic stability, working conditions, and growth in the handloom sector, ultimately enhancing the livelihoods of the weavers.

Dyeing cum Finishing

The examination of dyeing processes among handloom weavers in Assam reveals several key insights into their practices and challenges. The weavers utilize a mix of natural and synthetic dyes, with a notable preference for synthetic dyes due to their vibrant colors and colorfastness. Yarn dyeing emerges as the primary activity, indicating the need for specialized resources and training in this area.

Lighting conditions moderately affect productivity, suggesting room for improvement in workplace environments. The evaluation of dyed fabric predominantly relies on visual inspection, underscoring the importance of human judgment in quality control. Additionally, the use of finishing agents for value addition varies significantly between different regions, reflecting diverse approaches to fabric enhancement.

To enhance the dyeing processes and overall productivity of handloom weavers in Assam, several targeted solutions can be implemented. Training programs focused on advanced dyeing techniques for both natural and synthetic dyes will improve skills and adaptability to market demands. Resource allocation should ensure the availability of high-quality dyes and equipment, particularly for yarn dyeing.

Upgrading lighting conditions in weaving and dyeing areas will boost productivity and reduce eye strain, supported by ergonomic assessments to determine optimal setups. Introducing tools and training for systematic evaluation of fastness properties, alongside color evaluation tools to supplement visual inspection, will enhance quality control.

Ergonomics

The productivity, general well-being, and working environment of weavers are all greatly impacted by illumination in handloom weaving environments. Variations in lighting levels were recorded by weavers throughout the examined regions, potentially affecting their productivity and comfort. Headaches, fatigue, and eye strain were rated as "Medium" to "High" by most weavers.

As a result of extended exposure to less-than-ideal lighting conditions, weavers complained of discomfort in a number of body areas, including the neck, lower back, thighs, waist, ankles, feet, and shoulders.The data indicates that noise levels at work are generally moderate, with some lower levels, causing varied responses in terms of headaches and discomfort. While many weavers experience little to no fatigue from noise, hearing problems caused by noise are quite common. Most respondents find noise levels to be a minor hindrance to their efficiency, but a noticeable group feels moderately affected.

Improving lighting and noise conditions in Assam's handloom weaving spaces is essential for the health and productivity of weavers. Enhancing natural light, using adjustable LED lighting, and providing task lighting can reduce eye strain and headaches. To address noise issues, installing acoustic panels, maintaining equipment, and designating quiet zones are effective measures.

Additionally, providing ear protection, conducting regular health check-ups, and educating weavers about ergonomic practices can further mitigate the negative impacts of poor lighting and noise, leading to a more conducive and productive working environment.

Technological

In Assam's handloom sector, the most common defects are yarn breakage/snags and uneven dyeing/shading, which significantly impact product quality, productivity, and market perception. Defective fabrics are typically sold in the domestic market or kept for personal use, reflecting a practical approach influenced by economic and traditional factors. Many weavers are unaware of the specific defects they often make, suggesting a need for training and quality assessment to enhance product quality.

Most weavers do not segregate products by quality or repair defects, leading to potential market inconsistencies and customer dissatisfaction. Furthermore, the majority have not received special training to reduce manufacturing defects, highlighting the importance of training programs to improve competitiveness and customer satisfaction.

Improving the quality of handloom fabrics in Assam is crucial for boosting product competitiveness, economic benefits, and customer satisfaction while preserving artisan skills. Common defects like yarn breakage and uneven dyeing need to be addressed through specialized training, quality segregation, defect management, and technical support.

Raising awareness about defects, conducting regular quality assessments, and providing financial and resource support can help weavers produce higher quality fabrics, thereby enhancing their marketability and improving weavers' livelihoods.

Personalised Support and Counselling

Handloom weavers in Assam face significant pressures from family and work, impacting their productivity and work quality. They believe that external support for their children’s care and education would motivate them to work harder, improving economic conditions. Despite physical and mental strains, weavers remain optimistic about the potential of their work to improve their living conditions. Common health issues like shortness of breath and palpitations highlight the need for better working conditions and health monitoring. Regular rejuvenation activities could boost well-being and productivity.

While most families do not experience issues from drinking, those who do are notably affected, indicating the need for social support systems.

To improve the conditions for handloom weavers in Assam, it's essential to provide external support for childcare and education, enhance working conditions with better ventilation and health monitoring, and promote well-being through rejuvenation activities. Addressing health issues and establishing social support systems for substance abuse are crucial, alongside offering financial incentives and training to boost productivity. Engaging the community in these efforts can ensure that solutions effectively address the weavers' needs and challenges.

Reference

🔗 Coding Sheet [ https://docs.google.com/document/d/1LcIwePxe8Wa0qhsgVZ1CIhkfKbbofVIzHImY7ANbFY8/edit?tab=t.0 ]

🔗 Combine data Sheet [ https://docs.google.com/spreadsheets/d/1uKKB9ifOTvzSlbnMyJIFaXk4r3g5eVfibz15ynOmWgE/edit?gid=0#gid=0 ]
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